Tree Allometrics

All equations

Every equation in the library, one row each. Most people start from a species instead: its page ranks the equations that apply to it, most specific first.

1,171 equationsCompare selected (0)
SelectEquationOutputInputsRegionFitted DBHTreesSource
Aboveground biomassDBHMexico
natural
3.5–12 cm—Gómez et al. 2021
Acacia hybrid plantation, Sarawak, AGB from D (power)
Acacia mangium × Acacia auriculiformis (Acacia hybrid)
Aboveground biomassDBHMalaysia
plantation
12.8–40.9 cm36Adam & Jusoh 2018
Aboveground biomassDBHMalaysia
plantation
11.6–41.5 cm35Adam & Jusoh 2018
Aboveground biomassDBH + HeightEthiopia
plantation
1.1–11.9 cm24Shumie et al. 2024
Aboveground biomassDBH + HeightEcuador
agroforestry
13.4–31.5 cm30Riofrío et al. 2013
Acacia-Commiphora total AGB, M1 (D only)
Eleven woody species of the Acacia-Commiphora biome (mixed)
Aboveground biomassDBHEthiopia
natural
—140Amanuel et al. 2024
Acacia-Commiphora total AGB, M2 (rho D2 H)
Eleven woody species of the Acacia-Commiphora biome (mixed)
Aboveground biomassWood density + DBH + HeightEthiopia
natural
—140Amanuel et al. 2024
Acacia-Commiphora total AGB, M4 (D, H)
Eleven woody species of the Acacia-Commiphora biome (mixed)
Aboveground biomassDBH + HeightEthiopia
natural
—140Amanuel et al. 2024
Acacia-Commiphora total AGB, M5 (D, crown width)
Eleven woody species of the Acacia-Commiphora biome (mixed)
Aboveground biomassDBH + Crown diameterEthiopia
natural
—140Amanuel et al. 2024
Acacia-Commiphora total AGB, M7 (rho D2 H, crown width)
Eleven woody species of the Acacia-Commiphora biome (mixed)
Aboveground biomassWood density + DBH + Height + Crown diameterEthiopia
natural
—140Amanuel et al. 2024
Acacia-Commiphora total AGB, M8 (rho D2 H, crown width, D30)
Eleven woody species of the Acacia-Commiphora biome (mixed)
Aboveground biomassWood density + DBH + Height + Crown diameter + D30Ethiopia
natural
—140Amanuel et al. 2024
Aboveground biomassHeightRussia
natural
—11Kartashova et al. 2026
AGB Model 1 (DBH, H, WD), peat swamp forest Sarawak
Mixed tree species, tropical peat swamp forest
Aboveground biomassDBH + Height + Wood densityMalaysia
natural
5.2–97 cm41Monda et al. 2015
AGB Model 2 (DBH, H, WD and [ln(DBH)]²), peat swamp forest Sarawak
Mixed tree species, tropical peat swamp forest
Aboveground biomassDBH + Height + Wood densityMalaysia
natural
5.2–97 cm41Monda et al. 2015
AGB Model 3 (DBH, H and [ln(DBH)]²), peat swamp forest Sarawak
Mixed tree species, tropical peat swamp forest
Aboveground biomassDBH + HeightMalaysia
natural
5.2–97 cm41Monda et al. 2015
AGB Model 4 (DBH, WD and [ln(DBH)]²), peat swamp forest Sarawak
Mixed tree species, tropical peat swamp forest
Aboveground biomassDBH + Wood densityMalaysia
natural
5.2–97 cm41Monda et al. 2015
AGB Model 5 (DBH only), peat swamp forest Sarawak
Mixed tree species, tropical peat swamp forest
Aboveground biomassDBHMalaysia
natural
5.2–97 cm41Monda et al. 2015
AGB Model 6 (DBH and [ln(DBH)]²), peat swamp forest Sarawak
Mixed tree species, tropical peat swamp forest
Aboveground biomassDBHMalaysia
natural
5.2–97 cm41Monda et al. 2015
Aboveground biomass, without leavesDBH + HeightBrazil
natural
—172Gaui et al. 2024
All three forest types, Rio de Janeiro (local-generic), DBH and height (Spurr, Model 2)
Mixed Atlantic Forest trees (rainforest, semideciduous, restinga)
Aboveground biomass, without leavesDBH + HeightBrazil
natural
—172Gaui et al. 2024
All three forest types, Rio de Janeiro (local-generic), DBH only (Husch, Model 1)
Mixed Atlantic Forest trees (rainforest, semideciduous, restinga)
Aboveground biomass, without leavesDBHBrazil
natural
—172Gaui et al. 2024
Aboveground biomassDBH + HeightEcuador
agroforestry
9.3–20.3 cm30Riofrío et al. 2013
Aboveground biomassDBHColombia
plantation
6.4–29.6 cm23Giraldo-Salazar et al. 2025
Aboveground biomassDBHPeru
natural
6–40 cm97Goodman et al. 2013
Aboveground biomassDBHBrazil
natural
—30Sampaio & Silva 2005
Aboveground biomassRoot collar diameterBrazil
natural
—30Sampaio & Silva 2005
Aboveground biomassDBH + HeightMexico
natural
7.9–44.8 cm49Vargas-Larreta et al. 2017
Aboveground biomassDBHIndonesia
agroforestry
—9Prayogo et al. 2018
Aboveground biomassDBHBrazil
natural
—30Sampaio & Silva 2005
Aboveground biomassRoot collar diameterBrazil
natural
—30Sampaio & Silva 2005
Aboveground biomassStem heightPeru
natural
15–29 cm18Goodman et al. 2013
Aboveground biomassStem heightPeru
natural
17–50 cm21Goodman et al. 2013
Aboveground biomassD30Indonesia
natural
—13Hasidu et al. 2022
Aboveground biomassDBHIndonesia
natural
—13Hasidu et al. 2022
Aboveground biomassDBHMyanmar (Burma)
natural
5–20 cm30Lwin et al. 2026
Aboveground biomassDBH + HeightMyanmar (Burma)
natural
5–20 cm30Lwin et al. 2026
Aboveground biomassDBH + HeightMyanmar (Burma)
natural
5–20 cm30Lwin et al. 2026
Aboveground biomassWood density + DBHMyanmar (Burma)
natural
5–20 cm30Lwin et al. 2026
Aboveground biomassWood density + DBH + HeightMyanmar (Burma)
natural
5–20 cm30Lwin et al. 2026
Aboveground biomassWood density + DBH + HeightMyanmar (Burma)
natural
5–20 cm30Lwin et al. 2026
Aboveground biomassDBH + HeightMyanmar (Burma)
natural
5–13 cm15Lwin et al. 2026
Aboveground biomassDBHKenya
agroforestry
5.3–96.2 cm—Kuyah et al. 2024
Aboveground biomassDBH + HeightVietnam
natural
3.6–9.5 cm83Huy et al. 2019
Aboveground biomassDBHVietnam
natural
3.6–9.5 cm83Huy et al. 2019
Aboveground biomassDBHGermany, Switzerland
natural
2–18 cm66Chakraborty et al. 2016
Aboveground biomassRoot collar diameterGermany, Switzerland
natural
—20Chakraborty et al. 2016
Aboveground biomassDBHRussia
natural
1.1–17.1 cm18Petrova et al. 2026
Aboveground biomassDBH + HeightSweden
natural
1–11 cm86Repola & Ahnlund Ulvcrona 2014
Aboveground biomass, without leavesDBH + HeightFinland
mixed
2.5–38 cm127Repola 2008
Aboveground biomassDBH + HeightUnited States
mixed
7.4–30.6 cm19Poudel et al. 2019
Aboveground biomassDBH + HeightUnited States
mixed
3.5–38.4 cm67Poudel et al. 2019
Aboveground biomassD30 + HeightEcuador
agroforestry
—13Riofrío et al. 2013
Aboveground biomassHeight + Root collar diameterBrazil
natural
—15Mendonça et al. 2013
Aboveground biomassDBH + HeightBangladesh
natural
9–52 cm98Tipu et al. 2021
Aboveground biomassDBHBrazil
natural
—30Sampaio & Silva 2005
Aboveground biomassRoot collar diameterBrazil
natural
—30Sampaio & Silva 2005
Campo-Ma'an AGB from D²H (Table 3, model 3)
Mixed species, Campo-Ma'an lowland moist forest
Aboveground biomassDBH + HeightCameroon
natural
1–79 cm71Djomo et al. 2010
Campo-Ma'an AGB from DBH (Table 3, model 2)
Mixed species, Campo-Ma'an lowland moist forest
Aboveground biomassDBHCameroon
natural
1–79 cm71Djomo et al. 2010
Campo-Ma'an AGB from DBH and wood density (Table 3, model 4)
Mixed species, Campo-Ma'an lowland moist forest
Aboveground biomassDBH + Wood densityCameroon
natural
1–79 cm71Djomo et al. 2010
Campo-Ma'an AGB from DBH, height and wood density (Table 3, model 5)
Mixed species, Campo-Ma'an lowland moist forest
Aboveground biomassDBH + Height + Wood densityCameroon
natural
1–79 cm71Djomo et al. 2010
Aboveground biomassDBHCanada
natural
1.6–37.2 cm1,534Lambert et al. 2005
Aboveground biomassDBHCanada
natural
1.7–41 cm364Lambert et al. 2005
Aboveground biomassDBHCanada
natural
1.1–55.3 cm117Lambert et al. 2005
Aboveground biomassDBHCanada
natural
2–57.8 cm235Lambert et al. 2005
Aboveground biomassDBHCanada
natural
0.7–47.2 cm773Lambert et al. 2005
Aboveground biomassRoot collar diameterBrazil
natural
—15Mendonça et al. 2013
Cerrado sensu stricto wood + bark dry mass from D30 (quadratic, Fig. 5)
Cerrado sensu stricto woody species (47 species)
Aboveground biomassD30Brazil
natural
——Vale et al. 2002
Aboveground biomassRoot collar diameter + HeightBrazil
natural
—30Mendonça et al. 2013
Aboveground biomassDBH + HeightMongolia
natural
5.3–40 cm10Altanzagas et al. 2022
Aboveground biomassDBH + HeightMongolia
natural
5.3–40 cm10Altanzagas et al. 2022
Aboveground biomassDBH + HeightMongolia
natural
5.3–40 cm10Altanzagas et al. 2022
Aboveground biomassDBHMongolia
natural
5.3–40 cm10Altanzagas et al. 2022
Aboveground biomassDBHMongolia
natural
5.3–40 cm10Altanzagas et al. 2022
Aboveground biomassDBH + HeightChina
mixed
2.2–35.3 cm154Du et al. 2026
Aboveground biomassDBHChina
plantation
—60Shen et al. 2025
Aboveground biomassRoot collar diameterSpain
natural
——Deltell et al. 2024
Aboveground biomassRoot collar diameterSpain
natural
——Deltell et al. 2024
Aboveground biomassDBHColombia
plantation
5.35–28.3 cm20Giraldo-Salazar et al. 2025
Common mangrove above-ground weight (Eq. 9)
Mangroves (10 species: Rhizophora, Bruguiera, Ceriops, Avicennia, Sonneratia, Xylocarpus)
Aboveground biomassWood density + DBHThailand, Indonesia
natural
5–48.9 cm104Komiyama et al. 2005
Aboveground biomassDBHMexico
natural
4.9–25.2 cm8Gómez et al. 2021
Aboveground biomassRoot collar diameterBrazil
natural
—15Mendonça et al. 2013
Aboveground biomassRoot collar diameter + HeightNew Zealand
mixed
—18Wangui et al. 2026
Aboveground biomassRoot collar diameter + HeightNew Zealand
mixed
—6Wangui et al. 2026
Aboveground biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Aboveground biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Aboveground biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Aboveground biomassDBH + HeightColombia
plantation
6.85–32.45 cm23Giraldo-Salazar et al. 2025
Aboveground biomassDBHBrazil
natural
—30Sampaio & Silva 2005
Aboveground biomassRoot collar diameterBrazil
natural
—30Sampaio & Silva 2005
Aboveground biomassDBHSouth Korea
plantation
13–28 cm18Jung et al. 2014
Aboveground biomassDBHSouth Korea
plantation
—10Gwon et al. 2014
Aboveground biomassDBHSouth Korea
plantation
—5Gwon et al. 2014
Aboveground biomassDBHSouth Korea
plantation
—5Gwon et al. 2014
Aboveground biomassDBH + HeightChina
natural
1.7–28.4 cm138Dong et al. 2018
Aboveground biomassDBHChina
natural
1.7–28.4 cm138Dong et al. 2018
Desa'a multispecies AGB from DBH (M1)
10 dominant species of Desa'a forest
Aboveground biomassDBHEthiopia
natural
2.9–45.2 cm86Tetemke et al. 2019
Desa'a multispecies AGB from stump diameter DSH (M9)
10 dominant species of Desa'a forest
Aboveground biomassD30Ethiopia
natural
—86Tetemke et al. 2019
Aboveground biomassDBHArgentina
natural
5.5–15.2 cm10Gyenge et al. 2009
Dipterocarp forests Vietnam, mixed-species AGB from D (M1)
Mixed species, dipterocarp forest (26 species)
Aboveground biomassDBHVietnam
natural
3.4–48.8 cm222Huy et al. 2016
Dipterocarp forests Vietnam, mixed-species AGB from D and H (M2)
Mixed species, dipterocarp forest (26 species)
Aboveground biomassDBH + HeightVietnam
natural
3.4–48.8 cm222Huy et al. 2016
Aboveground biomassDBH + Wood densityVietnam
natural
3.4–48.8 cm222Huy et al. 2016
Aboveground biomassDBH + Height + Wood densityVietnam
natural
3.4–48.8 cm222Huy et al. 2016
Aboveground biomassDBHVietnam
natural
4.9–48.8 cm94Huy et al. 2016
Aboveground biomassDBHIndonesia
natural
—20Basuki et al. 2009
Aboveground biomassDBH + HeightUnited States
mixed
1.8–114 cm424Poudel et al. 2019
Aboveground biomassDBHUnited States
mixed
19.3–114 cm22Poudel & Temesgen 2016
Dry forest AGB with height (Model I)
Tropical broadleaf trees
Aboveground biomassWood density + DBH + HeightPantropical
natural
5–156 cm—Chave et al. 2005
Aboveground biomassWood density + DBHPantropical
natural
5–156 cm—Chave et al. 2005
Aboveground biomassDBH + HeightTanzania
natural
1.4–62 cm104Mwakalukwa et al. 2014
Aboveground biomassDBHTanzania
natural
1.4–62 cm104Mwakalukwa et al. 2014
Aboveground biomassWood density + DBH + HeightTanzania
natural
1.4–62 cm104Mwakalukwa et al. 2014
Aboveground biomassDBH + HeightTanzania
natural
1.2–54.3 cm40Mwakalukwa et al. 2014
Aboveground biomassDBH + HeightTanzania
natural
2.2–26.5 cm41Mwakalukwa et al. 2014
Aboveground biomassDBH + HeightTanzania
natural
1.8–21.5 cm37Mwakalukwa et al. 2014
Aboveground biomassDBH + HeightTanzania
natural
1.4–62 cm72Mwakalukwa et al. 2014
Aboveground biomassWood density + DBH + HeightTanzania
natural
1.4–62 cm72Mwakalukwa et al. 2014
Dry tropical zone AGB from DBH (Eq. 3.2.1)
Tropical broadleaf trees (mixed species)
Aboveground biomassDBHPantropical
natural
5–40 cm28Brown 1997
Aboveground biomassDBH + HeightUnited States
mixed
0.7–57.6 cm74Poudel et al. 2019
Eucalyptus camaldulensis AGB from D
Eucalyptus camaldulensis
Aboveground biomassDBHThailand
plantation
0.5–19.8 cm94Ounban et al. 2016
Aboveground biomassDBH + HeightThailand
plantation
0.5–19.8 cm94Ounban et al. 2016
Aboveground biomassDBHChile
plantation
—41Prado Donoso & Alarcón Maya 1991
Aboveground biomassDBHMexico
natural
5–16 cm—Gómez et al. 2021
Aboveground biomassDBH + HeightRomania
natural
5.7–86.3 cm15Dutcă et al. 2020
Aboveground biomassDBHRomania
natural
5.7–86.3 cm15Dutcă et al. 2020
Aboveground biomassDBH + HeightRomania
natural
5.7–20 cm7Dutcă et al. 2020
Aboveground biomassDBHRomania
natural
5.7–20 cm7Dutcă et al. 2020
Aboveground biomassDBH + HeightRomania
natural
5.7–86.3 cm15Dutcă et al. 2020
Aboveground biomassDBHRomania
natural
5.7–86.3 cm15Dutcă et al. 2020
Aboveground biomassDBH + HeightRomania
natural
5.2–86.3 cm159Dutcă et al. 2020
Aboveground biomassDBHRomania
natural
5.2–86.3 cm159Dutcă et al. 2020
Aboveground biomassDBH + HeightRomania
natural
5.2–62.1 cm151Dutcă et al. 2020
Aboveground biomassDBHRomania
natural
5.2–62.1 cm151Dutcă et al. 2020
Aboveground biomassDBHEurope (latitude min/mean/max 42.3 / 49.6 / 56 °N)
mixed
1–84 cm—Forrester et al. 2017
Aboveground biomassDBHEurope (latitude min/mean/max 42.7 / 53.5 / 65 °N)
mixed
1–82 cm—Forrester et al. 2017
Aboveground biomassDBHEurope (latitude min/mean/max 44 / 54.7 / 65 °N)
mixed
1–71 cm—Forrester et al. 2017
Aboveground biomassDBHEurope (latitude min/mean/max 44.5 / 57.4 / 61 °N)
mixed
0.1–44.7 cm—Forrester et al. 2017
Aboveground biomassDBH + Stem height + Wood densityBrazil
natural
3.9–12.7 cm20Da Silva et al. 2015
Aboveground biomassStem heightPeru
natural
12–19 cm8Goodman et al. 2013
Aboveground biomassDBHEthiopia
agroforestry
8–31 cm35Darcha et al. 2025
Aboveground biomassD30Ethiopia
agroforestry
—35Darcha et al. 2025
Five-species pooled AGB from dbh (Table 4)
Five tropical dry forest species (Acacia cochliacantha, Conzattia multiflora, Euphorbia schlechtendalii, Ipomoea arborescens, Lysiloma microphyllum)rejected by its authors
Aboveground biomassDBHMexico
natural
3.5–32.9 cm—Gómez et al. 2021
Aboveground biomassDBH + HeightUnited States
mixed
15.9–850.7 cm43Poudel et al. 2019
Aboveground biomassDBH + HeightMongolia
natural
8.7–42.6 cm15Altanzagas et al. 2022
Aboveground biomassDBH + HeightMongolia
natural
8.7–42.6 cm15Altanzagas et al. 2022
Aboveground biomassDBH + HeightMongolia
natural
8.7–42.6 cm15Altanzagas et al. 2022
Aboveground biomassDBH + HeightMongolia
natural
8.7–42.6 cm15Altanzagas et al. 2022
Aboveground biomassDBHMongolia
natural
8.7–42.6 cm15Altanzagas et al. 2022
Aboveground biomassDBHMongolia
natural
8.7–42.6 cm15Altanzagas et al. 2022
Aboveground biomassDBHUnited States
mixed
12.4–84.3 cm17Poudel et al. 2019
Aboveground biomassDBHRussia
mixed
3.6–16.9 cm50Karaban et al. 2023
Aboveground biomassDBHRussia
mixed
——Karaban et al. 2023
Aboveground biomassDBHKenya
agroforestry
1.5–29.8 cm33Owate et al. 2018
Aboveground biomassDBHKenya
agroforestry
1.5–29.8 cm33Owate et al. 2018
Aboveground biomassDBHColombia
natural
—130Camargo García et al. 2024
Aboveground biomassDBHColombia
natural
—130Camargo García et al. 2024
Aboveground biomassDBHPeru
natural
1.8–8.1 cm278Yavit 2017
Guangzhou subtropical forest aboveground biomass, Model 1 (DBH only)
Subtropical evergreen broadleaf forest trees (Castanopsis fissa, Aleurites montana, Castanopsis chinensis, Machilus chinensis and 22 companion species)
Aboveground biomassDBHChina
natural
4.2–61.2 cm144Zhao et al. 2019
Guangzhou subtropical forest aboveground biomass, Model 3 (DBH and height)
Subtropical evergreen broadleaf forest trees (Castanopsis fissa, Aleurites montana, Castanopsis chinensis, Machilus chinensis and 22 companion species)
Aboveground biomassDBH + HeightChina
natural
4.2–61.2 cm144Zhao et al. 2019
Guangzhou subtropical forest aboveground biomass, Model 5 (DBH and wood density)
Subtropical evergreen broadleaf forest trees (Castanopsis fissa, Aleurites montana, Castanopsis chinensis, Machilus chinensis and 22 companion species)
Aboveground biomassDBH + Wood densityChina
natural
4.2–61.2 cm144Zhao et al. 2019
High wood density subgroup (LA) AGB from dbh (Table 4)
Lysiloma microphyllum and Acacia cochliacantha (LA subgroup, wood density 0.83 g/cm3)
Aboveground biomassDBHMexico
natural
——Gómez et al. 2021
Aboveground biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Aboveground biomassDBHMexico
natural
8–32.4 cm8Gómez et al. 2021
Aboveground biomassDBH + Stem heightPeru
natural
6–33 cm21Goodman et al. 2013
Aboveground biomassDBHBrazil
natural
—30Sampaio & Silva 2005
Aboveground biomassRoot collar diameterBrazil
natural
—30Sampaio & Silva 2005
Aboveground biomassDBHUnited States
mixed
14.5–43.4 cm9Poudel et al. 2019
Aboveground biomassDBH + HeightMexico
natural
10–43.7 cm48Vargas-Larreta et al. 2017
Aboveground biomassRoot collar diameterSpain
natural
——Deltell et al. 2024
Aboveground biomassDBHEthiopia
natural
4.2–45.2 cm23Tetemke et al. 2019
Aboveground biomassD30Ethiopia
natural
—23Tetemke et al. 2019
Kalimantan dipterocarp forest AGB, DBH and height (DH3)
Mixed species of dipterocarp forest (80 species)
Aboveground biomassDBH + HeightIndonesia
natural
?–172 cm108Manuri et al. 2016
Kalimantan dipterocarp forest AGB, DBH and wood density (DG8)
Mixed species of dipterocarp forest (80 species)
Aboveground biomassDBH + Wood densityIndonesia
natural
?–172 cm108Manuri et al. 2016
Kalimantan dipterocarp forest AGB, DBH only (D1)
Mixed species of dipterocarp forest (80 species)
Aboveground biomassDBHIndonesia
natural
?–172 cm108Manuri et al. 2016
Kalimantan dipterocarp forest AGB, DBH, wood density and height (DGH9)
Mixed species of dipterocarp forest (80 species)
Aboveground biomassDBH + Wood density + HeightIndonesia
natural
?–172 cm108Manuri et al. 2016
Kintampo woodlands mixed-species AGB, M1: dbh only
31 woodland tree species harvested for charcoal
Aboveground biomassDBHGhana
natural
5–48.2 cm745Aabeyir et al. 2020
Kintampo woodlands mixed-species AGB, M2: dbh and wood density
31 woodland tree species harvested for charcoal
Aboveground biomassWood density + DBHGhana
natural
5–48.2 cm745Aabeyir et al. 2020
Kintampo woodlands mixed-species AGB, M3: dbh and wood density
31 woodland tree species harvested for charcoal
Aboveground biomassWood density + DBHGhana
natural
5–48.2 cm745Aabeyir et al. 2020
Kintampo woodlands mixed-species AGB, M4: dbh and height
31 woodland tree species harvested for charcoal
Aboveground biomassHeight + DBHGhana
natural
5–48.2 cm745Aabeyir et al. 2020
Kintampo woodlands mixed-species AGB, M5: dbh and height
31 woodland tree species harvested for charcoal
Aboveground biomassDBH + HeightGhana
natural
5–48.2 cm745Aabeyir et al. 2020
Aboveground biomassWood density + DBH + HeightGhana
natural
5–48.2 cm745Aabeyir et al. 2020
Kintampo woodlands mixed-species AGB, M7: dbh, height and wood density
31 woodland tree species harvested for charcoal
Aboveground biomassWood density + DBH + HeightGhana
natural
5–48.2 cm745Aabeyir et al. 2020
Aboveground biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Aboveground biomassDBH + HeightChina
plantation
5.4–33.4 cm114Dong et al. 2016
Aboveground biomassDBHChina
plantation
5.4–33.4 cm114Dong et al. 2016
Aboveground biomassDBH + HeightChina
plantation
7.6–35.7 cm90Dong et al. 2016
Aboveground biomassDBHChina
plantation
7.6–35.7 cm90Dong et al. 2016
Aboveground biomassDBH + HeightChina
plantation
2–35.7 cm229Dong et al. 2020
Aboveground biomassDBHChina
plantation
2–35.7 cm229Dong et al. 2020
Large caatinga species (the six listed after the three small ones), DBH
Large caatinga species (the six listed after the three small ones)
Aboveground biomassDBHBrazil
natural
——Sampaio & Silva 2005
Large caatinga species (the six listed after the three small ones), ground-level diameter
Large caatinga species (the six listed after the three small ones)
Aboveground biomassRoot collar diameterBrazil
natural
——Sampaio & Silva 2005
Aboveground biomassDBHRussia
natural
3.9–52.8 cm43Delcourt & Veraverbeke 2022
Aboveground biomassDBHRussia
natural
1.8–18.9 cm20Delcourt & Veraverbeke 2022
Aboveground biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Aboveground biomassDBH + HeightSouth Korea
plantation
5.9–38.7 cm40Kang et al. 2016
Aboveground biomassDBHSouth Korea
plantation
5.9–38.7 cm40Kang et al. 2016
Aboveground biomassDBH + HeightSouth Korea
plantation
5.9–38.7 cm40Kang et al. 2016
Aboveground biomassDBHSouth Korea
plantation
5.9–38.7 cm40Kang et al. 2016
Aboveground biomassDBH + HeightSouth Korea
plantation
5.9–38.7 cm40Kang et al. 2016
Aboveground biomassDBH + HeightUnited States
mixed
0.9–60 cm218Poudel et al. 2019
Aboveground biomassDBHUnited States
mixed
13.5–42.9 cm33Poudel & Temesgen 2016
Aboveground biomassDBHArgentina
natural
4.8–25.4 cm8Gyenge et al. 2009
Aboveground biomassHeight + DBHUnited States
mixed
0.81–54.3 cm100Farias et al. 2019
Aboveground biomassDBH + HeightUnited States
mixed
0.81–54.3 cm100Farias et al. 2019
Lower wood density subgroup (CEI) AGB from dbh (Table 4)
Conzattia multiflora, Euphorbia schlechtendalii and Ipomoea arborescens (CEI subgroup, lower wood density)rejected by its authors
Aboveground biomassDBHMexico
natural
——Gómez et al. 2021
Lowland Dipterocarp forest, mixed species, DBH and wood density
Mixed species of lowland Dipterocarp forest
Aboveground biomassDBH + Wood densityIndonesia
natural
6–200 cm122Basuki et al. 2009
Lowland Dipterocarp forest, mixed species, DBH only
Mixed species of lowland Dipterocarp forest
Aboveground biomassDBHIndonesia
natural
6–200 cm122Basuki et al. 2009
Aboveground biomassDBHMexico
natural
4–32.9 cm8Gómez et al. 2021
Aboveground biomass, without leavesDBH + HeightMalawi
natural
5.3–111.2 cm74Kachamba et al. 2016
Aboveground biomass, without leavesDBH + Wood densityMalawi
natural
5.3–111.2 cm74Kachamba et al. 2016
Aboveground biomass, without leavesDBHMalawi
natural
5.3–111.2 cm74Kachamba et al. 2016
Aboveground biomassStem heightPeru
natural
19–36 cm16Goodman et al. 2013
Aboveground biomassStem heightPeru
natural
8–15 cm18Goodman et al. 2013
Aboveground biomassDBHBrazil
natural
—30Sampaio & Silva 2005
Aboveground biomassRoot collar diameterBrazil
natural
—30Sampaio & Silva 2005
Aboveground biomassRoot collar diameter + HeightBrazil
natural
—15Mendonça et al. 2013
Aboveground biomassRoot collar diameterNew Zealand
mixed
—9Wangui et al. 2026
Aboveground biomassDBHBrazil
natural
—30Sampaio & Silva 2005
Aboveground biomassRoot collar diameterBrazil
natural
—30Sampaio & Silva 2005
Miombo Lindi AGB from stump diameter
Miombo woodland trees (mixed species)
Aboveground biomass, without leavesD30Tanzania
natural
—47Manyanda et al. 2019
Miombo Manyara AGB from stump diameter
Miombo woodland trees (mixed species)
Aboveground biomass, without leavesD30Tanzania
natural
—40Manyanda et al. 2019
Aboveground biomassDBHMalawi
mixed
5.1–105 cm88Kuyah et al. 2016
Aboveground biomassDBHMalawi
mixed
5.1–105 cm88Kuyah et al. 2016
Miombo Regional AGB from stump diameter
Miombo woodland trees (mixed species)
Aboveground biomass, without leavesD30Tanzania
natural
—127Manyanda et al. 2019
Aboveground biomass, without leavesDBHMozambique
natural
5–73 cm29Ryan et al. 2011
Miombo Tabora AGB from stump diameter
Miombo woodland trees (mixed species)
Aboveground biomass, without leavesD30Tanzania
natural
—40Manyanda et al. 2019
Mixed Andean restoration plantation AGB from DBH and wood density (general)
Mixed native species in restoration plantations (16 species, six main)
Aboveground biomassDBH + Wood densityColombia
plantation
2.2–32.45 cm144Giraldo-Salazar et al. 2025
Mixed mangrove total aboveground biomass, power model (D)
Seven mangrove species (Bruguiera cylindrica, B. parviflora, B. sexangula, Ceriops tagal, Rhizophora apiculata, R. mucronata, Xylocarpus granatum)
Aboveground biomassDBHMalaysia
natural
9–33 cm15Abdul-Hamid et al. 2022
Mixed mangrove total aboveground biomass, power model (D^2 H)
Seven mangrove species (Bruguiera cylindrica, B. parviflora, B. sexangula, Ceriops tagal, Rhizophora apiculata, R. mucronata, Xylocarpus granatum)
Aboveground biomassDBH + HeightMalaysia
natural
9–33 cm15Abdul-Hamid et al. 2022
Aboveground biomassWood density + DBH + HeightPantropical
natural
5–156 cm—Chave et al. 2005
Aboveground biomassWood density + DBHPantropical
natural
5–156 cm—Chave et al. 2005
Moist mangrove AGB without height (Model II)
Mangrove trees (mixed species)
Aboveground biomassWood density + DBHPantropical
natural
5–156 cm—Chave et al. 2005
Moist tropical zone AGB, power law (Eq. 3.2.4)
Tropical broadleaf trees (mixed species)
Aboveground biomassDBHPantropical
natural
5–148 cm170Brown 1997
Moist tropical zone AGB, quadratic (Eq. 3.2.3)
Tropical broadleaf trees (mixed species)
Aboveground biomassDBHPantropical
natural
5–148 cm170Brown 1997
Aboveground biomassDBH + HeightChina
plantation
6–38.7 cm85Dong et al. 2016
Aboveground biomassDBHChina
plantation
6–38.7 cm85Dong et al. 2016
Aboveground biomassDBH + HeightChina
plantation
2.4–44.2 cm131Siqing et al. 2022
Aboveground biomassDBH + HeightColombia
plantation
5.8–22.35 cm20Giraldo-Salazar et al. 2025
Mopane total AGB from D (TM1)
Colophospermum mopane
Aboveground biomassDBHMozambique
natural
5–109 cm120Lisboa et al. 2025
Aboveground biomassDBH + HeightMozambique
natural
5–109 cm120Lisboa et al. 2025
Aboveground biomassDBH + HeightMozambique
natural
5–109 cm120Lisboa et al. 2025
Aboveground biomassDBHUnited States
mixed
13.5–76.2 cm9Poudel et al. 2019
Aboveground biomassDBHBrazil
natural
—30Sampaio & Silva 2005
Aboveground biomassRoot collar diameterBrazil
natural
—30Sampaio & Silva 2005
Aboveground biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Native shrubs NZ (3 spp, all sites): AGB from D (Table 7)
Coprosma robusta, Pittosporum crassifolium and Melicytus ramiflorus (generalized)
Aboveground biomassRoot collar diameterNew Zealand
mixed
—54Wangui et al. 2026
Native shrubs NZ (3 spp, Massey University): AGB from D and H (Table 7)
Coprosma robusta, Pittosporum crassifolium and Melicytus ramiflorus (generalized)
Aboveground biomassRoot collar diameter + HeightNew Zealand
mixed
—19Wangui et al. 2026
Aboveground biomassDBH + HeightChina
natural
3.2–52 cm58Meng et al. 2019
NE India mixed-forest AGB from DBH, power law (Model 1, second best)
Dominant tree species of four NE Indian forest types
Aboveground biomassDBHIndia
natural
10.1–90 cm303Nath et al. 2019
Nine caatinga species, all but Cereus jamacaru, DBH
Nine caatinga species, all but Cereus jamacaru
Aboveground biomassDBHBrazil
natural
2–50 cm—Sampaio & Silva 2005
Nine caatinga species, all but Cereus jamacaru, ground-level diameter
Nine caatinga species, all but Cereus jamacaru
Aboveground biomassRoot collar diameterBrazil
natural
——Sampaio & Silva 2005
Nine caatinga species, DBH x height
Nine caatinga species, all but Cereus jamacaru
Aboveground biomassDBH + HeightBrazil
natural
——Sampaio & Silva 2005
Nine caatinga species, DGL x height
Nine caatinga species, all but Cereus jamacaru
Aboveground biomassRoot collar diameter + HeightBrazil
natural
——Sampaio & Silva 2005
North American taxa group: Cornaceae/Ericaceae/Lauraceae/Platanaceae/Rosaceae/Ulmaceae (Table 5)
Cornaceae, Ericaceae, Lauraceae, Platanaceae, Rosaceae and Ulmaceae (mixed hardwood group)
Aboveground biomassDBHUnited States
mixed
3–64 cm—Chojnacky et al. 2014
Aboveground biomassDBHUnited States
mixed
3–89 cm—Chojnacky et al. 2014
Aboveground biomassDBHUnited States
mixed
3–53 cm—Chojnacky et al. 2014
Aboveground biomassDBHUnited States
mixed
3–65 cm—Chojnacky et al. 2014
Aboveground biomassDBHUnited States
mixed
3–56 cm—Chojnacky et al. 2014
Aboveground biomassDBHUnited States
mixed
3–53 cm—Chojnacky et al. 2014
Aboveground biomassDBHUnited States
mixed
3–70 cm—Chojnacky et al. 2014
Aboveground biomassDBHSweden
natural
1–21 cm68Repola & Ahnlund Ulvcrona 2014
Aboveground biomassDBH + HeightFinland
mixed
—166Repola 2009
Aboveground biomassDBHCzechia
mixed
—139Čihák & Vejpustková 2018
Aboveground biomassDBH + HeightCzechia
mixed
—139Čihák & Vejpustková 2018
Aboveground biomassDBHArgentina
natural
—10Gyenge et al. 2009
Aboveground biomass, without leavesDBH + HeightUnited States
mixed
?–27.94 cm—Westfall et al. 2024
Aboveground biomass, without leavesDBH + HeightUnited States
mixed
27.94–? cm—Westfall et al. 2024
NZ shrubland shrubs and small trees, dry weight from basal area x height
Shrubland shrubs and small trees, all species (Kunzea ericoides, Leptospermum scoparium, Ulex europaeus, Cytisus scoparius and others)
Aboveground biomassRoot collar diameter + HeightNew Zealand
natural
—162Mason et al. 2014
Aboveground biomassDBH + HeightChina
mixed
3.5–38.9 cm157Du et al. 2026
Oak aboveground biomass from D, additive system 1 (Table 4)
Quercus (Q. mongolica and Q. wutaishanica)
Aboveground biomassDBHChina
natural
1.5–33 cm159Meng et al. 2021
Aboveground biomassStem heightPeru
natural
21–41 cm10Goodman et al. 2013
Olea europaea AGB from DBH (M19)
Olea europaea subsp. cuspidata
Aboveground biomassDBHEthiopia
natural
4.6–41.2 cm16Tetemke et al. 2019
Aboveground biomassD30Ethiopia
natural
—16Tetemke et al. 2019
Aboveground biomassRoot collar diameterUnited States
natural
3.3–47.2 cm15Cunliffe et al. 2020
Aboveground biomassRoot collar diameterUnited States
natural
5.2–48.5 cm15Cunliffe et al. 2020
Aboveground biomassHeightUnited States
natural
—18Cunliffe et al. 2020
Aboveground biomassDBH + HeightUnited States
mixed
4.5–90.4 cm37Poudel et al. 2019
Pan moist tropical AGB from D²H (Table 4, model 3)
Mixed species, pan moist tropical forests (Campo-Ma'an plus data from Asia and South America)
Aboveground biomassDBH + HeightPantropical
natural
1–138 cm274Djomo et al. 2010
Pan moist tropical AGB from DBH (Table 4, model 2)
Mixed species, pan moist tropical forests (Campo-Ma'an plus data from Asia and South America)
Aboveground biomassDBHPantropical
natural
1–148 cm443Djomo et al. 2010
Pan moist tropical AGB from DBH, height and wood density (Table 4, model 5)
Mixed species, pan moist tropical forests (Campo-Ma'an plus data from Asia and South America)
Aboveground biomassDBH + Height + Wood densityPantropical
natural
1–138 cm274Djomo et al. 2010
Pantropical AGB with height (Eq. 4)
Tropical trees (58 sites)
Aboveground biomassWood density + DBH + HeightPantropical
natural
5–212 cm4,004Chave et al. 2014
Aboveground biomassWood density + DBH + HeightPantropical
natural
5–212 cm4,004Chave et al. 2014
Aboveground biomassE + Wood density + DBHPantropical
natural
5–212 cm4,004Chave et al. 2014
Aboveground biomassDBHUnited States
mixed
4.7–30.6 cm23Poudel et al. 2019
Aboveground biomassDBH + HeightBrazil
natural
—97Santana et al. 2021
Aboveground biomassDBH + HeightBrazil
natural
—97Santana et al. 2021
Aboveground biomassDBH + HeightLebanon
natural
—101de-Miguel et al. 2014
Aboveground biomassDBHLebanon
natural
—101de-Miguel et al. 2014
Aboveground biomassDBHSyria, Lebanon
natural
2.3–55.8 cm201de-Miguel et al. 2014
Aboveground biomassDBH + HeightSyria
natural
—100de-Miguel et al. 2014
Aboveground biomassDBHSyria
natural
—100de-Miguel et al. 2014
Aboveground biomassDBH + Height + Wood densityBrazil
plantation
8.2–23.7 cm20Coutinho et al. 2018
Aboveground biomassDBHMexico
plantation
6.1–11 cm50Marroquín Morales et al. 2018
Aboveground biomassDBH + HeightMexico
natural
3–40 cm21Cuevas Cruz & Aquino Ramírez 2020
Aboveground biomassDBH + HeightMexico
natural
5.5–52.3 cm103Vargas-Larreta et al. 2017
Pinus douglasiana and Pinus michoacana total aboveground biomass
Pinus douglasiana and Pinus michoacana (data combined)
Aboveground biomassDBHMexico
natural
——Vargas-Larreta et al. 2017
Aboveground biomassDBH + HeightMexico
natural
8.7–44.5 cm130Vargas-Larreta et al. 2017
Aboveground biomassDBH + HeightMexico
natural
6.5–51.8 cm89Vargas-Larreta et al. 2017
Aboveground biomassDBH + HeightMexico
plantation
6.9–22.8 cm50Marroquín Morales et al. 2018
Aboveground biomassRoot collar diameterSpain
natural
——Deltell et al. 2024
Aboveground biomassDBHMexico
natural
5–46.4 cm97Vargas-Larreta et al. 2017
Aboveground biomassDBH + HeightMexico
natural
8.4–55.3 cm84Vargas-Larreta et al. 2017
Aboveground biomassDBHMexico
natural
5–42 cm35Vargas-Larreta et al. 2017
Aboveground biomassDBH + HeightMexico
natural
7.5–35.7 cm37Vargas-Larreta et al. 2017
Aboveground biomassDBHMexico
natural
12.5–82 cm33Navarro-Martínez et al. 2020
Aboveground biomassDBH + HeightMexico
natural
12.5–82 cm33Navarro-Martínez et al. 2020
Aboveground biomassDBHMexico
natural
6.7–64.1 cm25Díaz-Franco et al. 2007
Aboveground biomassDBHAustralia
plantation
18–70.1 cm239Wang et al. 2017
Aboveground biomassDBH + HeightAustralia
plantation
18–70.1 cm239Wang et al. 2017
Aboveground biomassDBH + HeightMexico
natural
5–49 cm98Vargas-Larreta et al. 2017
Aboveground biomassDBHRussia
natural
2.4–21.3 cm12Petrova et al. 2026
Aboveground biomassDBH + HeightMexico
natural
10–45 cm81Vargas-Larreta et al. 2017
Aboveground biomassDBH + HeightMexico
natural
——Vargas-Larreta et al. 2017
Aboveground biomassDBH + HeightMexico
natural
5.7–55 cm17Cuevas Cruz et al. 2022
Aboveground biomassDBH + HeightMexico
natural
5.7–55 cm17Cuevas Cruz et al. 2022
Aboveground biomassRoot collar diameter + HeightNew Zealand
mixed
—5Wangui et al. 2026
Aboveground biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Aboveground biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Aboveground biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Aboveground biomassDBHIndonesia
plantation
—16Miyakuni et al. 2004
Aboveground biomassDBHIndonesia
plantation
—15Miyakuni et al. 2004
Aboveground biomassDBHIndonesia
plantation
—12Miyakuni et al. 2004
Aboveground biomassDBHIndonesia
plantation
—16Miyakuni et al. 2004
Aboveground biomassDBHIndonesia
plantation
—59Miyakuni et al. 2004
Aboveground biomassDBHPeru
natural
5–20 cm15Ramírez Apolinario & Peláez Peláez 2018
Aboveground biomassD50Peru
natural
—11Herrera Vásquez 2022
Aboveground biomassDBHPeru
natural
5–20 cm15Ramírez Apolinario & Peláez Peláez 2018
Aboveground biomassDBH + HeightUnited States
mixed
0.8–63 cm158Poudel et al. 2019
Aboveground biomassDBH + HeightChina
mixed
2.2–37.9 cm150Du et al. 2026
Aboveground biomass, without leavesDBH + HeightCameroon
agroforestry
—18Ambomo Tsanga et al. 2026
Aboveground biomass, without leavesDBH + HeightCameroon
agroforestry
—18Ambomo Tsanga et al. 2026
Aboveground biomass, without leavesDBHCameroon
agroforestry
—18Ambomo Tsanga et al. 2026
Aboveground biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Aboveground biomassDBH + HeightUnited States
mixed
6–34.8 cm26Poudel et al. 2019
Aboveground biomassDBH + HeightMexico
natural
6.6–41.6 cm30Cortés-Sánchez et al. 2019
Aboveground biomassDBH + HeightAlbania
natural
4.5–13.5 cm9Istrefi et al. 2018
Aboveground biomassDBH + HeightAlbania
natural
4.5–13.5 cm9Istrefi et al. 2018
Aboveground biomassDBHAlbania
natural
4.5–13.5 cm9Istrefi et al. 2018
Aboveground biomassHeightAlbania
natural
4.5–13.5 cm9Istrefi et al. 2018
Aboveground biomassDBHAlbania
natural
2–15 cm8Istrefi et al. 2018
Aboveground biomassHeightAlbania
natural
2–15 cm8Istrefi et al. 2018
Aboveground biomassDBH + HeightAlbania
natural
3–30 cm12Istrefi et al. 2018
Aboveground biomassDBH + HeightAlbania
natural
3–30 cm12Istrefi et al. 2018
Aboveground biomassDBHAlbania
natural
3–30 cm12Istrefi et al. 2018
Aboveground biomassHeightAlbania
natural
3–30 cm12Istrefi et al. 2018
Aboveground biomassDBHAlbania
natural
4–15 cm10Istrefi et al. 2018
Aboveground biomassHeightAlbania
natural
4–15 cm10Istrefi et al. 2018
Aboveground biomassDBH + HeightAlbania
natural
2.5–14 cm11Istrefi et al. 2018
Aboveground biomassDBH + HeightAlbania
natural
2.5–14 cm11Istrefi et al. 2018
Aboveground biomassDBHAlbania
natural
2.5–14 cm11Istrefi et al. 2018
Aboveground biomassHeightAlbania
natural
2.5–14 cm11Istrefi et al. 2018
Aboveground biomassRoot collar diameterSpain
natural
——Deltell et al. 2024
Aboveground biomassDBH + HeightMexico
natural
8.6–19.1 cm12Cortés-Sánchez et al. 2019
Aboveground biomassDBH + HeightMexico
natural
8.5–43.1 cm108Vargas-Larreta et al. 2017
Aboveground biomassDBH + HeightMexico
natural
5–31 cm16Ruiz-Aquino et al. 2014
Aboveground biomassDBH + HeightMexico
natural
7–45.5 cm131Vargas-Larreta et al. 2017
Aboveground biomassDBH + HeightMexico
natural
5.8–48.6 cm—Cortés-Sánchez et al. 2019
Aboveground biomassDBHColombia
plantation
4.75–24.9 cm20Giraldo-Salazar et al. 2025
Aboveground biomassRoot collar diameterSpain
natural
——Deltell et al. 2024
Aboveground biomassDBH + HeightMexico
natural
6–31 cm16Ruiz-Aquino et al. 2014
Aboveground biomassDBH + HeightMexico
natural
5.8–48.6 cm30Cortés-Sánchez et al. 2019
Aboveground biomassDBH + HeightMexico
natural
6.2–37.6 cm34Cortés-Sánchez et al. 2019
Aboveground biomassDBHMexico
natural
14.1–57.7 cm19Navarro-Martínez et al. 2020
Aboveground biomassDBH + HeightMexico
natural
14.1–57.7 cm19Navarro-Martínez et al. 2020
Aboveground biomassDBH + HeightMexico
natural
9.3–41.3 cm61Vargas-Larreta et al. 2017
Aboveground biomassDBH + HeightMexico
natural
11–57 cm123Vargas-Larreta et al. 2017
Aboveground biomassDBH + HeightMexico
natural
4.8–40.5 cm33Cortés-Sánchez et al. 2019
Aboveground biomassDBH + HeightMexico
natural
——Vargas-Larreta et al. 2017
Aboveground biomassDBHSouth Africa
plantation
10.4–38.9 cm20Pienaar et al. 2025
Aboveground biomassDBH + HeightSouth Africa
plantation
10.4–38.9 cm20Pienaar et al. 2025
Aboveground biomassDBH + HeightSouth Africa
plantation
10.4–38.9 cm20Pienaar et al. 2025
Aboveground biomassDBHNew Zealand
plantation
0.7–80.6 cm637Moore 2010
Aboveground biomassDBHNew Zealand
plantation
0.7–80.6 cm637Moore 2010
Aboveground biomassDBH + HeightNew Zealand
plantation
0.7–80.6 cm637Moore 2010
Aboveground biomassDBH + HeightNew Zealand
plantation
0.7–80.6 cm637Moore 2010
Aboveground biomassDBH + HeightNew Zealand
plantation
0.7–80.6 cm637Moore 2010
Aboveground biomassDBH + HeightNew Zealand
plantation
0.7–80.6 cm637Moore 2010
Aboveground biomassDBH + HeightNew Zealand
plantation
0.7–80.6 cm637Moore 2010
Aboveground biomassDBHNew Zealand
plantation
0.7–80.6 cm637Moore 2010
Aboveground biomassDBH + HeightNew Zealand
plantation
0.7–80.6 cm637Moore 2010
Aboveground biomassDBH + HeightNew Zealand
plantation
0.7–80.6 cm637Moore 2010
Aboveground biomassDBH + HeightNew Zealand
plantation
0.7–80.6 cm637Moore 2010
Aboveground biomassDBH + HeightNew Zealand
plantation
0.7–80.6 cm637Moore 2010
Aboveground biomassDBHNew Zealand
plantation
0.7–80.6 cm637Moore 2010
Aboveground biomassDBH + HeightNew Zealand
plantation
0.7–80.6 cm637Moore 2010
Aboveground biomassDBH + HeightNew Zealand
plantation
0.7–80.6 cm637Moore 2010
Aboveground biomass, without leavesDBH + HeightBrazil
natural
—78Gaui et al. 2024
Aboveground biomass, without leavesDBH + HeightBrazil
natural
—78Gaui et al. 2024
Aboveground biomass, without leavesDBHBrazil
natural
—78Gaui et al. 2024
Aboveground biomassRoot collar diameterCongo - Brazzaville
natural
—60Bocko et al. 2023
Aboveground biomassRoot collar diameterCongo - Brazzaville
natural
—90Bocko et al. 2023
Aboveground biomassHeightCongo - Brazzaville
natural
—60Bocko et al. 2023
Aboveground biomassHeightCongo - Brazzaville
natural
—90Bocko et al. 2023
Aboveground biomassDBH + HeightUnited States
mixed
9.3–51.8 cm25Poudel et al. 2019
Aboveground biomassDBH + HeightUnited States
mixed
8.3–681 cm141Poudel et al. 2019
Aboveground biomass, without leavesDBH + HeightBrazil
natural
—37Gaui et al. 2024
Aboveground biomassDBHColombia
plantation
3.8–19 cm20Giraldo-Salazar et al. 2025
Aboveground biomassRoot collar diameterRussia
natural
—12Kartashova et al. 2026
Aboveground biomassRoot collar diameterBrazil
natural
—15Mendonça et al. 2013
Aboveground biomassDBHIndonesia
natural
7.3–29.2 cm20Akbar 2012
Aboveground biomassDBH + HeightIndonesia
natural
7.3–29.2 cm20Akbar 2012
Aboveground biomassDBH + Wood densityIndonesia
natural
7.3–29.2 cm20Akbar 2012
Aboveground biomassRoot collar diameterSpain
natural
——Deltell et al. 2024
Aboveground biomassRoot collar diameterRussia
natural
—7Kartashova et al. 2026
Aboveground biomassDBHBrazil
natural
—30Sampaio & Silva 2005
Aboveground biomassRoot collar diameterBrazil
natural
—30Sampaio & Silva 2005
Aboveground biomassDBHArgentina
natural
3.7–12.8 cm8Gyenge et al. 2009
Aboveground biomassDBH + HeightSweden
natural
1–22 cm126Repola & Ahnlund Ulvcrona 2014
Aboveground biomassDBH + HeightMongolia
natural
4.7–55 cm35Tungalag et al. 2020
Aboveground biomassDBHMongolia
natural
4.7–55 cm35Tungalag et al. 2020
Aboveground biomassDBH + HeightFinland
mixed
—285Repola 2009
Aboveground biomass, without leavesDBH + HeightBrazil
natural
—57Gaui et al. 2024
Aboveground biomass, without leavesDBH + HeightBrazil
natural
—57Gaui et al. 2024
Aboveground biomass, without leavesDBHBrazil
natural
—57Gaui et al. 2024
Aboveground biomassDBHVietnam
natural
5.6–23 cm36Huy et al. 2016
Aboveground biomassDBHIndonesia
natural
—24Basuki et al. 2009
Short-stature boreal trees (<=4.5 m), AGB from stem diameter at 0.3 m (NLS)
Multispecies short-stature trees (Betula papyrifera, Picea spp., Populus balsamifera, Populus tremuloides)
Aboveground biomassD30Canada
natural
——Flade et al. 2020
Aboveground biomassDBH + HeightRomania
natural
6.3–92.6 cm14Dutcă et al. 2020
Aboveground biomassDBHRomania
natural
6.3–92.6 cm14Dutcă et al. 2020
Aboveground biomassDBH + HeightRomania
natural
6.3–27.9 cm7Dutcă et al. 2020
Aboveground biomassDBHRomania
natural
6.3–27.9 cm7Dutcă et al. 2020
Aboveground biomassDBH + HeightRomania
natural
6.3–92.6 cm14Dutcă et al. 2020
Aboveground biomassDBHRomania
natural
6.3–92.6 cm14Dutcă et al. 2020
Aboveground biomassDBH + HeightRomania
natural
5.1–92.6 cm116Dutcă et al. 2020
Aboveground biomassDBHRomania
natural
5.1–92.6 cm116Dutcă et al. 2020
Aboveground biomassDBH + HeightRomania
natural
5.1–64 cm109Dutcă et al. 2020
Aboveground biomassDBHRomania
natural
5.1–64 cm109Dutcă et al. 2020
Aboveground biomassDBH + HeightUnited States
mixed
0.4–115.6 cm75Poudel et al. 2019
Aboveground biomassDBH + HeightUnited States
mixed
7.2–47.8 cm19Poudel et al. 2019
Six Guanajuato oaks pooled, system 1 (D and H): total aboveground biomass (sum of components)
Quercus (six species: rugosa, obtusata, sideroxyla, coccolobifolia, laurina, candicans)
Aboveground biomassDBH + HeightMexico
natural
4.8–48.6 cm165Cortés-Sánchez et al. 2019
Six Guanajuato oaks pooled, total aboveground biomass fitted directly (model 3)
Quercus (six species: rugosa, obtusata, sideroxyla, coccolobifolia, laurina, candicans)
Aboveground biomassDBH + HeightMexico
natural
4.8–48.6 cm165Cortés-Sánchez et al. 2019
Six Guanajuato oaks pooled, total aboveground biomass fitted directly (model 4)
Quercus (six species: rugosa, obtusata, sideroxyla, coccolobifolia, laurina, candicans)
Aboveground biomassWood density + DBH + HeightMexico
natural
4.8–48.6 cm165Cortés-Sánchez et al. 2019
Small caatinga species (A. pyrifolium, C. sonderianus, J. mollissima), DBH
Small caatinga species (A. pyrifolium, C. sonderianus, J. mollissima)
Aboveground biomassDBHBrazil
natural
——Sampaio & Silva 2005
Small caatinga species (A. pyrifolium, C. sonderianus, J. mollissima), ground-level diameter
Small caatinga species (A. pyrifolium, C. sonderianus, J. mollissima)
Aboveground biomassRoot collar diameterBrazil
natural
——Sampaio & Silva 2005
Small-tree total AGB, multi-species, DBH and height model (Model II)
22 small-diameter (DBH ≤ 10 cm) tree species of secondary tropical forest
Aboveground biomassDBH + HeightMexico
natural
1–10 cm311Puc-Kauil et al. 2020
Small-tree total AGB, multi-species, wood density model (Model I)
22 small-diameter (DBH ≤ 10 cm) tree species of secondary tropical forest
Aboveground biomassWood density + DBH + HeightMexico
natural
1–10 cm311Puc-Kauil et al. 2020
Aboveground biomassDBH + Stem heightPeru
natural
4–24 cm20Goodman et al. 2013
Aboveground biomassDBHIndonesia
natural
—8Pathibang et al. 2026
Aboveground biomassDBH + HeightIndonesia
natural
—8Pathibang et al. 2026
Aboveground biomassDBHIndonesia
natural
—8Pathibang et al. 2026
Aboveground biomassDBH + HeightMyanmar (Burma)
natural
5.1–20 cm15Lwin et al. 2026
Aboveground biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Spotted gum AGB from D and H (Eq. 5)
Corymbia citriodora subsp. variegata
Aboveground biomassDBH + HeightAustralia
plantation
11.8–42 cm52Huynh et al. 2022
Spotted gum AGB from D, H and wood density (Eq. 8)
Corymbia citriodora subsp. variegata
Aboveground biomassDBH + Height + Wood densityAustralia
plantation
11.8–42 cm52Huynh et al. 2022
Spotted gum AGB from D²H (Eq. 6)
Corymbia citriodora subsp. variegata
Aboveground biomassDBH + HeightAustralia
plantation
11.8–42 cm52Huynh et al. 2022
Spotted gum AGB from DBH (Eq. 3)
Corymbia citriodora subsp. variegata
Aboveground biomassDBHAustralia
plantation
11.8–42 cm52Huynh et al. 2022
Spotted gum AGB from DBH, 40-tree dataset (Eq. 10)
Corymbia citriodora subsp. variegata
Aboveground biomassDBHAustralia
plantation
17.1–42 cm40Huynh et al. 2022
Aboveground biomassRoot collar diameterBrazil
natural
—15Mendonça et al. 2013
Aboveground biomassDBH + HeightUnited States
mixed
3.5–44.4 cm98Poudel et al. 2019
Subtropical China AGB from D and wood density (Model I.4)
41 subtropical forest tree species (Fagus lucida, Castanea seguinii, Carpinus viminea and others)
Aboveground biomassDBH + Wood densityChina
natural
—147Xu et al. 2015
Subtropical China AGB from D, H and wood density (Model I.1)
41 subtropical forest tree species (Fagus lucida, Castanea seguinii, Carpinus viminea and others)
Aboveground biomassDBH + Height + Wood densityChina
natural
—147Xu et al. 2015
Subtropical China AGB from D²H (Model III.1)
41 subtropical forest tree species (Fagus lucida, Castanea seguinii, Carpinus viminea and others)
Aboveground biomassDBH + HeightChina
natural
—147Xu et al. 2015
Subtropical China AGB from D²H and wood density (Model I.2)
41 subtropical forest tree species (Fagus lucida, Castanea seguinii, Carpinus viminea and others)
Aboveground biomassDBH + Height + Wood densityChina
natural
—147Xu et al. 2015
Subtropical China AGB from D²H x wood density (Model I.3)
41 subtropical forest tree species (Fagus lucida, Castanea seguinii, Carpinus viminea and others)
Aboveground biomassDBH + Height + Wood densityChina
natural
—147Xu et al. 2015
Aboveground biomassHeight + DBHTanzania
natural
—30Mugasha et al. 2016
Aboveground biomassWood density + DBH + HeightTanzania
natural
—30Mugasha et al. 2016
Aboveground biomassWood density + DBH + HeightTanzania
natural
—60Mugasha et al. 2016
Aboveground biomassWood density + DBH + HeightTanzania
natural
—30Mugasha et al. 2016
Tanzania miombo AGB, DBH and height
Miombo woodland treessecondary
Aboveground biomassDBH + HeightTanzania
natural
1.1–110 cm167Mugasha et al. 2013
Tanzania miombo AGB, DBH only
Miombo woodland treessecondary
Aboveground biomassDBHTanzania
natural
1.1–110 cm167Mugasha et al. 2013
Aboveground biomassDBHThailand
plantation
4.4–41.2 cm84Ounban et al. 2016
Aboveground biomassDBH + HeightThailand
plantation
4.4–41.2 cm84Ounban et al. 2016
Aboveground biomassDBHEcuador
natural
——Ramírez et al. 2022
Aboveground biomassDBH + HeightEcuador
natural
——Ramírez et al. 2022
Aboveground biomassDBHEcuador
natural
——Ramírez et al. 2022
Aboveground biomassDBH + HeightEcuador
natural
——Ramírez et al. 2022
Aboveground biomassDBHEcuador
natural
——Ramírez et al. 2022
Aboveground biomassDBH + HeightEcuador
natural
——Ramírez et al. 2022
Aboveground biomassDBHEcuador
natural
——Ramírez et al. 2022
Aboveground biomassDBH + HeightEcuador
natural
——Ramírez et al. 2022
Aboveground biomassDBHEcuador
plantation
5.9–21 cm46Ramos-Veintimilla et al. 2025
Aboveground biomassDBHPeru
plantation
2.4–21 cm15Begazo Curie & Jave Nakayo 2018
Aboveground biomassDBH + HeightPeru
agroforestry
9.9–43.8 cm22Chalupová et al. 2026
Aboveground biomassDBH + HeightPeru
agroforestry
9.9–43.8 cm22Chalupová et al. 2026
Aboveground biomassDBH + HeightPeru
plantation
1.3–22.9 cm14Begazo Curie & Jave Nakayo 2018
Aboveground biomassDBHPeru
plantation
3.8–19.1 cm15Begazo Curie & Jave Nakayo 2018
Total AGB from DBH and total height (Eq. 15)
Seven dominant canopy species (Carapa guianensis, Inga coruscans, Laetia procera, Pentaclethra macroloba, Stryphnodendron microstachyum, Tapirira guianensis, Vochysia ferruginea)
Aboveground biomassDBH + HeightCosta Rica
natural
60–105 cm19Segura & Kanninen 2005
Total AGB from DBH squared, log form (Eq. 11)
Seven dominant canopy species (Carapa guianensis, Inga coruscans, Laetia procera, Pentaclethra macroloba, Stryphnodendron microstachyum, Tapirira guianensis, Vochysia ferruginea)
Aboveground biomassDBHCosta Rica
natural
60–105 cm19Segura & Kanninen 2005
Total AGB from DBH, power law (Eq. 12)
Seven dominant canopy species (Carapa guianensis, Inga coruscans, Laetia procera, Pentaclethra macroloba, Stryphnodendron microstachyum, Tapirira guianensis, Vochysia ferruginea)
Aboveground biomassDBHCosta Rica
natural
60–105 cm19Segura & Kanninen 2005
Trees on farms in western Kenya, DBH only
Trees on farms, mixed species (agricultural landscape)secondary
Aboveground biomassDBHKenya
agroforestry
2.5–102 cm72Kuyah et al. 2012
Aboveground biomassDBHGlobal
mixed
2–52 cm63Brown 1997
Aboveground biomassRoot collar diameterSpain
natural
——Deltell et al. 2024
Understorey AGB from D30 (1-10 cm stems)
Understorey trees and saplings, 184 species (stems 1–10 cm diameter)
Aboveground biomassD30Cameroon
natural
—1,023Yonkeu Ntonmen et al. 2022
Understorey AGB from D30 and height
Understorey trees and saplings, 184 species (stems 1–10 cm diameter)
Aboveground biomassD30 + HeightCameroon
natural
—1,023Yonkeu Ntonmen et al. 2022
Understorey AGB from D30 and wood density
Understorey trees and saplings, 184 species (stems 1–10 cm diameter)
Aboveground biomassD30 + Wood densityCameroon
natural
—1,023Yonkeu Ntonmen et al. 2022
Understorey AGB from D30²·H and wood density
Understorey trees and saplings, 184 species (stems 1–10 cm diameter)
Aboveground biomassD30 + Height + Wood densityCameroon
natural
—1,023Yonkeu Ntonmen et al. 2022
US national species group: Aspen/alder/cottonwood/willow (Table 4)
Aspen/alder/cottonwood/willow species group (hardwood), United States
Aboveground biomassDBHUnited States
mixed
2.5–70 cm—Jenkins et al. 2003
US national species group: Cedar/larch (Table 4)
Cedar/larch species group (softwood), United States
Aboveground biomassDBHUnited States
mixed
2.5–250 cm—Jenkins et al. 2003
US national species group: Douglas-fir (Table 4)
Douglas-fir species group (softwood), United States
Aboveground biomassDBHUnited States
mixed
2.5–210 cm—Jenkins et al. 2003
US national species group: Hard maple/oak/hickory/beech (Table 4)
Hard maple/oak/hickory/beech species group (hardwood), United States
Aboveground biomassDBHUnited States
mixed
2.5–73 cm—Jenkins et al. 2003
US national species group: Juniper/oak/mesquite (Table 4)
Juniper/oak/mesquite species group (woodland), United States
Aboveground biomassDBHUnited States
mixed
2.5–78 cm—Jenkins et al. 2003
US national species group: Mixed hardwood (Table 4)
Mixed hardwood species group (hardwood), United States
Aboveground biomassDBHUnited States
mixed
2.5–56 cm—Jenkins et al. 2003
US national species group: Pine (Table 4)
Pine species group (softwood), United States
Aboveground biomassDBHUnited States
mixed
2.5–180 cm—Jenkins et al. 2003
US national species group: Soft maple/birch (Table 4)
Soft maple/birch species group (hardwood), United States
Aboveground biomassDBHUnited States
mixed
2.5–66 cm—Jenkins et al. 2003
US national species group: Spruce (Table 4)
Spruce species group (softwood), United States
Aboveground biomassDBHUnited States
mixed
2.5–250 cm—Jenkins et al. 2003
US national species group: True fir/hemlock (Table 4)
True fir/hemlock species group (softwood), United States
Aboveground biomassDBHUnited States
mixed
2.5–230 cm—Jenkins et al. 2003
Aboveground biomassDBHUnited States
mixed
4.1–50.5 cm33Poudel et al. 2019
Vietnam evergreen forest AGB with DBH, height and wood density (Eq. 10)
Mixed species of tropical evergreen forest (45 species)
Aboveground biomassDBH + Height + Wood densityVietnam
natural
1.8–115 cm300Nam et al. 2016
Aboveground biomassDBH + HeightUnited States
mixed
3.1–77.8 cm115Poudel et al. 2019
Aboveground biomassDBH + HeightUnited States
mixed
3.8–54.2 cm50Poudel et al. 2019
Wet forest AGB with height (Model I)
Tropical broadleaf trees
Aboveground biomassWood density + DBH + HeightPantropical
natural
5–156 cm—Chave et al. 2005
Aboveground biomassWood density + DBHPantropical
natural
5–156 cm—Chave et al. 2005
Wet tropical zone AGB, quadratic (Brown 1997 Eq. 3.2.5)
Tropical broadleaf trees (mixed species)secondary
Aboveground biomassDBHPantropical
natural
4–112 cm169Brown & Iverson 1992
Aboveground biomassDBH + HeightChina
natural
1.4–20.5 cm108Dong et al. 2018
Aboveground biomassDBHChina
natural
1.4–20.5 cm108Dong et al. 2018
Aboveground biomassDBHUnited States
mixed
28.4–66.5 cm10Poudel et al. 2019
Aboveground biomassDBH + HeightUnited States
mixed
3.6–57.6 cm108Poudel et al. 2019
Aboveground biomassDBHRussia
natural
—52Paramonov et al. 2022
Aboveground biomassRoot collar diameter + HeightBrazil
natural
—15Mendonça et al. 2013
Aboveground biomass, without leavesRoot collar diameter + HeightGermany
plantation
—1,242Böhm et al. 2011
Aboveground biomass, without leavesRoot collar diameterGermany
plantation
—1,242Böhm et al. 2011
Aboveground biomass, without leavesHeightGermany
plantation
—1,242Böhm et al. 2011
Root biomassDBH + HeightEthiopia
plantation
1.1–11.9 cm24Shumie et al. 2024
Root biomassDBHSpain
mixed
—5Ruiz-Peinado et al. 2012
Root biomassDBHGermany
mixed
8.2–52.9 cm48Röhling et al. 2019
BGB Model 1 (DBH, H, WD), peat swamp forest Sarawak
Mixed tree species, tropical peat swamp forest
Root biomassDBH + Height + Wood densityMalaysia
natural
5.2–110.8 cm32Monda et al. 2015
BGB Model 5 (DBH only), peat swamp forest Sarawak
Mixed tree species, tropical peat swamp forest
Root biomassDBHMalaysia
natural
5.2–110.8 cm32Monda et al. 2015
BGB Model 6 (DBH and [ln(DBH)]²), peat swamp forest Sarawak
Mixed tree species, tropical peat swamp forest
Root biomassDBHMalaysia
natural
5.2–110.8 cm32Monda et al. 2015
Root biomassDBH + HeightChina
plantation
3.4–11.9 cm493Pan & Wang 2022
Root biomassDBH + HeightChina
plantation
3.4–11.9 cm493Pan & Wang 2022
Root biomassDBH + HeightChina
plantation
3.4–11.9 cm493Pan & Wang 2022
Root biomassDBH + HeightChina
plantation
3.4–11.9 cm493Pan & Wang 2022
Root biomassDBH + HeightChina
plantation
3.4–11.9 cm493Pan & Wang 2022
Root biomassDBH + HeightChina
plantation
3.4–11.9 cm493Pan & Wang 2022
Caribbean Costa Rica secondary forest (35 species), root biomass from DBH
Secondary forest trees, 35 species (highest-IVI species per diameter class)
Root biomassDBHCosta Rica
natural
2.8–28.2 cm122Fonseca G. et al. 2009
Root biomassDBHSpain
mixed
—11Ruiz-Peinado et al. 2012
Root biomassDBHSpain
mixed
—7Ruiz-Peinado et al. 2012
Root biomassDBH + HeightChina
mixed
—74Du et al. 2026
Common mangrove root weight (Eq. 10)
Mangroves (10 species: Rhizophora, Bruguiera, Ceriops, Avicennia, Sonneratia, Xylocarpus)
Root biomassWood density + DBHThailand, Indonesia
natural
—26Komiyama et al. 2005
Root biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Root biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Root biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Root biomassDBHSouth Korea
plantation
13–28 cm18Jung et al. 2014
Root biomassDBH + HeightChina
natural
1.7–28.4 cm138Dong et al. 2018
Root biomassDBHChina
natural
1.7–28.4 cm138Dong et al. 2018
Root biomassDBH + Height + Crown diameterChina
natural
1.7–28.4 cm138Dong et al. 2018
Root biomassDBH + Height + Crown diameterChina
natural
1.7–28.4 cm138Dong et al. 2018
Root biomassHeightRussia
natural
—16Kartashova et al. 2026
Root biomassDBHSpain
mixed
—14Ruiz-Peinado et al. 2012
Root biomassDBHSpain
mixed
—8Ruiz-Peinado et al. 2012
Root biomassDBH + AGBRussia, Latvia
mixed
—17Karaban et al. 2023
Guangzhou subtropical forest belowground biomass, Model 1 (DBH only)
Subtropical evergreen broadleaf forest trees (Castanopsis fissa, Aleurites montana, Castanopsis chinensis, Machilus chinensis and 22 companion species)
Root biomassDBHChina
natural
—116Zhao et al. 2019
Guangzhou subtropical forest belowground biomass, Model 3 (DBH and height)
Subtropical evergreen broadleaf forest trees (Castanopsis fissa, Aleurites montana, Castanopsis chinensis, Machilus chinensis and 22 companion species)
Root biomassDBH + HeightChina
natural
—116Zhao et al. 2019
Guangzhou subtropical forest belowground biomass, Model 5 (DBH and wood density)
Subtropical evergreen broadleaf forest trees (Castanopsis fissa, Aleurites montana, Castanopsis chinensis, Machilus chinensis and 22 companion species)
Root biomassDBH + Wood densityChina
natural
—116Zhao et al. 2019
Root biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Root biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Root biomassDBH + HeightChina
plantation
5.4–33.4 cm114Dong et al. 2016
Root biomassDBHChina
plantation
5.4–33.4 cm114Dong et al. 2016
Root biomassDBH + HeightChina
plantation
7.6–35.7 cm90Dong et al. 2016
Root biomassDBHChina
plantation
7.6–35.7 cm90Dong et al. 2016
Root biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Root biomassDBH + HeightSouth Korea
plantation
——Kang et al. 2016
Root biomassDBHSouth Korea
plantation
——Kang et al. 2016
Root biomassDBH + HeightSouth Korea
plantation
——Kang et al. 2016
Root biomassDBHSouth Korea
plantation
——Kang et al. 2016
Root biomassDBH + HeightSouth Korea
plantation
——Kang et al. 2016
Root biomassDBHMalawi
natural
—41Kachamba et al. 2016
Root biomassDBHMozambique
natural
—23Ryan et al. 2011
Miombo Regional BGB from stump diameter
Miombo woodland trees (mixed species)
Root biomassD30Tanzania
natural
—57Manyanda et al. 2019
Root biomassDBH + HeightChina
plantation
6–38.7 cm85Dong et al. 2016
Root biomassDBHChina
plantation
6–38.7 cm85Dong et al. 2016
Root biomassDBHMozambique
natural
——Lisboa et al. 2025
Root biomassDBH + HeightMozambique
natural
——Lisboa et al. 2025
Root biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Root biomassDBH + HeightChina
mixed
—50Du et al. 2026
Oak root biomass from D (Table 3)
Quercus (Q. mongolica and Q. wutaishanica)
Root biomassDBHChina
natural
1.5–32.8 cm53Meng et al. 2021
Root biomassDBHSpain
mixed
—5Ruiz-Peinado et al. 2012
Root biomassDBH + HeightMexico
natural
3.5–25.7 cm25Martínez-Domínguez et al. 2020
Root biomassDBHGermany
mixed
7.2–53.2 cm54Röhling et al. 2019
Root biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Root biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Root biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Root biomassDBHIndonesia
plantation
—59Miyakuni et al. 2004
Root biomassDBH + HeightChina
mixed
—36Du et al. 2026
Root biomassDBHSpain
mixed
—8Ruiz-Peinado et al. 2012
Root biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Root biomassDBHSpain
mixed
—6Ruiz-Peinado et al. 2012
Root biomassDBHSpain
mixed
—8Ruiz-Peinado et al. 2012
Root biomassDBHSpain
mixed
—11Ruiz-Peinado et al. 2012
Root biomassDBHSpain
mixed
—13Ruiz-Peinado et al. 2012
Root biomassDBHGermany
mixed
7.4–42 cm39Röhling et al. 2019
Root biomassDBHSpain
mixed
—11Ruiz-Peinado et al. 2012
Root biomass from basal area at breast height, all four species
Four Sudanian savanna-woodland species (Anogeissus leiocarpa, Detarium microcarpum, Piliostigma thonningii, Vitellaria paradoxa)
Root biomassDBHBurkina Faso
natural
1.59–23.87 cm100Koala et al. 2017
Root biomassDBHBurkina Faso
natural
1.59–13.05 cm30Koala et al. 2017
Root biomassDBHBurkina Faso
natural
2.23–23.87 cm30Koala et al. 2017
Root biomassDBHBurkina Faso
natural
1.91–9.55 cm30Koala et al. 2017
Root biomassDBHBurkina Faso
natural
2.55–10.82 cm10Koala et al. 2017
Root biomassDBHMozambique
natural
5–32 cm93Magalhães 2015
Root biomassDBH + HeightMozambique
natural
5–32 cm93Magalhães 2015
Root biomassDBH + HeightMozambique
natural
5–32 cm93Magalhães 2015
Root biomassRoot collar diameterMozambique
natural
—93Magalhães 2015
Root biomassRoot collar diameterRussia
natural
—7Kartashova et al. 2026
Root biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Subtropical China root biomass from D
8 subtropical forest tree species (23 root systems)
Root biomassDBHChina
natural
—23Xu et al. 2015
Root biomassDBHUnited States
mixed
1.9–52.4 cm12Namm & Berrill 2020
Root biomassDBH + HeightChina
natural
1.4–20.5 cm108Dong et al. 2018
Root biomassDBHChina
natural
1.4–20.5 cm108Dong et al. 2018
Branch biomassDBH + HeightMexico
natural
7.9–44.8 cm49Vargas-Larreta et al. 2017
Branch biomassD30Indonesia
natural
—13Hasidu et al. 2022
Branch biomassDBHIndonesia
natural
—13Hasidu et al. 2022
Branch biomassDBH + HeightMyanmar (Burma)
natural
5–13 cm15Lwin et al. 2026
Branch biomassDBH + HeightVietnam
natural
3.6–9.5 cm83Huy et al. 2019
Branch biomassDBHVietnam
natural
3.6–9.5 cm83Huy et al. 2019
Branch biomassDBHGermany, Switzerland
natural
2–18 cm66Chakraborty et al. 2016
Branch biomassRoot collar diameterGermany, Switzerland
natural
—20Chakraborty et al. 2016
Branch biomassD30Canada
natural
—15Flade et al. 2021
Branch biomassD30Canada
natural
—15Flade et al. 2021
Branch biomassDBHRussia
natural
1.1–17.1 cm18Petrova et al. 2026
Branch biomassDBH + HeightSweden
natural
1–11 cm86Repola & Ahnlund Ulvcrona 2014
Branch biomass, 18-year secondary montane forest, DAP² only
Secondary montane forest trees, mixed species
Branch biomassDBHEcuador
natural
——Ramírez et al. 2022
Branch biomass, 18-year secondary montane forest, DAP²·Ht
Secondary montane forest trees, mixed species
Branch biomassDBH + HeightEcuador
natural
——Ramírez et al. 2022
Branch biomass, 30-year secondary montane forest, DAP² only
Secondary montane forest trees, mixed species
Branch biomassDBHEcuador
natural
——Ramírez et al. 2022
Branch biomass, 30-year secondary montane forest, DAP²·Ht
Secondary montane forest trees, mixed species
Branch biomassDBH + HeightEcuador
natural
——Ramírez et al. 2022
Branch biomass, 50-year secondary montane forest, DAP² only
Secondary montane forest trees, mixed species
Branch biomassDBHEcuador
natural
——Ramírez et al. 2022
Branch biomass, 50-year secondary montane forest, DAP²·Ht
Secondary montane forest trees, mixed species
Branch biomassDBH + HeightEcuador
natural
——Ramírez et al. 2022
Branch biomassDBHEcuador
natural
——Ramírez et al. 2022
Branch biomassDBH + HeightEcuador
natural
——Ramírez et al. 2022
Branch biomassDBHEcuador
plantation
5.9–21 cm46Ramos-Veintimilla et al. 2025
Branch biomassDBH + HeightPeru
agroforestry
9.9–43.8 cm22Chalupová et al. 2026
Branch biomassDBHChina
plantation
—60Shen et al. 2025
Branch biomassDBHSouth Korea
plantation
13–28 cm18Jung et al. 2014
Branch biomassDBHSouth Korea
plantation
—10Gwon et al. 2014
Branch biomassDBH + HeightChina
natural
1.7–28.4 cm138Dong et al. 2018
Branch biomassDBHChina
natural
1.7–28.4 cm138Dong et al. 2018
Branch biomassDBHUnited States
mixed
19.3–114 cm22Poudel & Temesgen 2016
Branch biomassDBH + HeightChile
plantation
—41Prado Donoso & Alarcón Maya 1991
Branch biomassDBHRussia
mixed
3.6–16.9 cm50Karaban et al. 2023
Branch biomassDBHRussia
natural
4–17 cm21Tretyakov et al. 2022
Guangzhou subtropical forest branch biomass, Model 1 (DBH only)
Subtropical evergreen broadleaf forest trees (Castanopsis fissa, Aleurites montana, Castanopsis chinensis, Machilus chinensis and 22 companion species)
Branch biomassDBHChina
natural
4.2–61.2 cm144Zhao et al. 2019
Branch biomassDBH + HeightMexico
natural
10–43.7 cm48Vargas-Larreta et al. 2017
Branch biomassDBH + HeightChina
plantation
5.4–33.4 cm114Dong et al. 2016
Branch biomassDBHChina
plantation
5.4–33.4 cm114Dong et al. 2016
Branch biomassDBH + HeightChina
plantation
7.6–35.7 cm90Dong et al. 2016
Branch biomassDBHChina
plantation
7.6–35.7 cm90Dong et al. 2016
Branch biomassDBH + HeightChina
plantation
2–35.7 cm229Dong et al. 2020
Branch biomassDBHRussia
natural
3.9–52.8 cm43Delcourt & Veraverbeke 2022
Branch biomassDBHRussia
natural
1.8–18.9 cm20Delcourt & Veraverbeke 2022
Branch biomassDBH + HeightSouth Korea
plantation
5.9–38.7 cm40Kang et al. 2016
Branch biomassDBHSouth Korea
plantation
5.9–38.7 cm40Kang et al. 2016
Branch biomassDBH + HeightSouth Korea
plantation
5.9–38.7 cm40Kang et al. 2016
Branch biomassDBHSouth Korea
plantation
5.9–38.7 cm40Kang et al. 2016
Branch biomassDBH + HeightSouth Korea
plantation
5.9–38.7 cm40Kang et al. 2016
Branch biomassDBHUnited States
mixed
13.5–42.9 cm33Poudel & Temesgen 2016
Mixed mangrove branch and twig biomass, power model (D)
Seven mangrove species (Bruguiera cylindrica, B. parviflora, B. sexangula, Ceriops tagal, Rhizophora apiculata, R. mucronata, Xylocarpus granatum)
Branch biomassDBHMalaysia
natural
9–33 cm15Abdul-Hamid et al. 2022
Mixed mangrove branch and twig biomass, power model (D^2 H)
Seven mangrove species (Bruguiera cylindrica, B. parviflora, B. sexangula, Ceriops tagal, Rhizophora apiculata, R. mucronata, Xylocarpus granatum)
Branch biomassDBH + HeightMalaysia
natural
9–33 cm15Abdul-Hamid et al. 2022
Branch biomassDBH + HeightChina
plantation
6–38.7 cm85Dong et al. 2016
Branch biomassDBHChina
plantation
6–38.7 cm85Dong et al. 2016
Branch biomassDBHChina
plantation
2.4–44.2 cm131Siqing et al. 2022
Multi-species short-stature trees branch biomass, cross-sectional area at 0.3 m (LLRC)
Multi-species short-stature trees (all tree genera/species sampled)
Branch biomassD30Canada
natural
—105Flade et al. 2021
Multi-species short-stature trees branch biomass, cross-sectional area at 0.3 m (NLS)
Multi-species short-stature trees (all tree genera/species sampled)
Branch biomassD30Canada
natural
—105Flade et al. 2021
Branch biomassDBHChina
natural
3.2–52 cm58Meng et al. 2019
Branch biomassDBH + HeightSweden
natural
1–21 cm68Repola & Ahnlund Ulvcrona 2014
Branch biomassDBH + Crown diameterChina
natural
1.5–33 cm159Meng et al. 2021
Oak branch biomass from D, additive system 1 (Table 4)
Quercus (Q. mongolica and Q. wutaishanica)
Branch biomassDBHChina
natural
1.5–33 cm159Meng et al. 2021
Branch biomassD30Canada
natural
——Flade et al. 2021
Branch biomassD30Canada
natural
——Flade et al. 2021
Branch biomassDBH + HeightMexico
natural
——Vargas-Larreta et al. 2017
Branch biomassDBH + HeightLebanon
natural
—101de-Miguel et al. 2014
Branch biomassDBHLebanon
natural
—101de-Miguel et al. 2014
Branch biomassDBH + HeightSyria, Lebanon
natural
2.3–55.8 cm201de-Miguel et al. 2014
Branch biomassDBHSyria, Lebanon
natural
2.3–55.8 cm201de-Miguel et al. 2014
Branch biomassDBHSyria
natural
—100de-Miguel et al. 2014
Branch biomassDBHBrazil
plantation
8.2–23.7 cm20Coutinho et al. 2018
Branch biomassDBH + HeightMexico
natural
3–40 cm21Cuevas Cruz & Aquino Ramírez 2020
Branch biomassDBH + HeightMexico
natural
5.5–52.3 cm103Vargas-Larreta et al. 2017
Pinus douglasiana and Pinus michoacana branch biomass (wood and bark)
Pinus douglasiana and Pinus michoacana (data combined)
Branch biomassDBHMexico
natural
——Vargas-Larreta et al. 2017
Branch biomassDBH + HeightMexico
natural
8.7–44.5 cm130Vargas-Larreta et al. 2017
Branch biomassDBH + HeightMexico
natural
6.5–51.8 cm89Vargas-Larreta et al. 2017
Branch biomassDBHMexico
natural
5–46.4 cm97Vargas-Larreta et al. 2017
Branch biomassDBH + HeightMexico
natural
8.4–55.3 cm84Vargas-Larreta et al. 2017
Branch biomassDBHMexico
natural
5–42 cm35Vargas-Larreta et al. 2017
Branch biomassDBHMexico
natural
7.5–35.7 cm37Vargas-Larreta et al. 2017
Branch biomassDBH + HeightMexico
natural
3.5–25.7 cm25Martínez-Domínguez et al. 2020
Branch biomassDBH + HeightMexico
natural
5–49 cm98Vargas-Larreta et al. 2017
Branch biomassDBHRussia
natural
2.4–21.3 cm12Petrova et al. 2026
Branch biomassDBH + HeightMexico
natural
10–45 cm81Vargas-Larreta et al. 2017
Branch biomassDBH + HeightMexico
natural
5.7–55 cm17Cuevas Cruz et al. 2022
Branch biomassDBH + HeightMexico
natural
5.7–55 cm17Cuevas Cruz et al. 2022
Branch biomassDBHIndonesia
plantation
—59Miyakuni et al. 2004
Branch biomassD30Canada
natural
—31Flade et al. 2021
Branch biomassD30Canada
natural
—31Flade et al. 2021
Branch biomassD30Canada
natural
—30Flade et al. 2021
Branch biomassD30Canada
natural
—30Flade et al. 2021
Branch biomassDBH + HeightMexico
natural
——Vargas-Larreta et al. 2017
Quercus candicans: branch biomass
Quercus candicans Née
Branch biomassDBHMexico
natural
6.6–41.6 cm30Cortés-Sánchez et al. 2019
Quercus coccolobifolia: branch biomass
Quercus coccolobifolia Trel.
Branch biomassDBH + HeightMexico
natural
8.6–19.1 cm12Cortés-Sánchez et al. 2019
Branch biomassDBH + HeightMexico
natural
8.5–43.1 cm108Vargas-Larreta et al. 2017
Quercus crassifolia, branch biomass (Eq. 4, D²H)
Quercus crassifolia Humb. & Bonpl.
Branch biomassDBH + HeightMexico
natural
5–31 cm16Ruiz-Aquino et al. 2014
Branch biomassDBH + HeightMexico
natural
7–45.5 cm131Vargas-Larreta et al. 2017
Quercus group 1 (rugosa, candicans, laurina): branch biomass
Quercus group 1 (Q. rugosa, Q. candicans, Q. laurina)
Branch biomassDBH + HeightMexico
natural
5.8–48.6 cm—Cortés-Sánchez et al. 2019
Quercus group 2 (obtusata, coccolobifolia, sideroxyla): branch biomass
Quercus group 2 (Q. obtusata, Q. coccolobifolia, Q. sideroxyla)
Branch biomassDBH + HeightMexico
natural
4.8–40.5 cm—Cortés-Sánchez et al. 2019
Quercus laurina, branch biomass (Eq. 4, D²H)
Quercus laurina Humb. & Bonpl.
Branch biomassDBH + HeightMexico
natural
6–31 cm16Ruiz-Aquino et al. 2014
Quercus laurina: branch biomass
Quercus laurina Bonpl.
Branch biomassDBH + HeightMexico
natural
5.8–48.6 cm30Cortés-Sánchez et al. 2019
Quercus obtusata: branch biomass
Quercus obtusata Bonpl.
Branch biomassDBH + HeightMexico
natural
6.2–37.6 cm34Cortés-Sánchez et al. 2019
Branch biomassDBH + HeightMexico
natural
9.3–41.3 cm61Vargas-Larreta et al. 2017
Branch biomassDBH + HeightMexico
natural
7.6–44.5 cm26Cortés-Sánchez et al. 2019
Branch biomassDBH + HeightMexico
natural
11–57 cm123Vargas-Larreta et al. 2017
Quercus sideroxyla: branch biomass
Quercus sideroxyla Bonpl.
Branch biomassDBH + HeightMexico
natural
4.8–40.5 cm33Cortés-Sánchez et al. 2019
Branch biomassDBHSouth Africa
plantation
10.4–38.9 cm—Pienaar et al. 2025
Branch biomassDBH + HeightMongolia
natural
4.7–55 cm35Tungalag et al. 2020
Branch biomassDBHMongolia
natural
4.7–55 cm35Tungalag et al. 2020
Branch biomassDBH + HeightSweden
natural
1–22 cm126Repola & Ahnlund Ulvcrona 2014
Short-stature hardwood trees branch biomass, cross-sectional area at 0.3 m (LLRC)
Short-stature hardwood trees (deciduous species excluding Picea spp.)
Branch biomassD30Canada
natural
——Flade et al. 2021
Short-stature hardwood trees branch biomass, cross-sectional area at 0.3 m (NLS)
Short-stature hardwood trees (deciduous species excluding Picea spp.)
Branch biomassD30Canada
natural
——Flade et al. 2021
Six Guanajuato oaks pooled, system 1 (D and H): branch biomass
Quercus (six species: rugosa, obtusata, sideroxyla, coccolobifolia, laurina, candicans)
Branch biomassDBH + HeightMexico
natural
4.8–48.6 cm165Cortés-Sánchez et al. 2019
Six Guanajuato oaks pooled, system 2 (wood density, D and H): branch biomass
Quercus (six species: rugosa, obtusata, sideroxyla, coccolobifolia, laurina, candicans)
Branch biomassWood density + DBH + HeightMexico
natural
4.8–48.6 cm165Cortés-Sánchez et al. 2019
Branch biomassDBHIndonesia
natural
—8Pathibang et al. 2026
Branch biomassDBH + HeightMyanmar (Burma)
natural
5.1–20 cm15Lwin et al. 2026
Branch biomassDBH + HeightChina
natural
1.4–20.5 cm108Dong et al. 2018
Branch biomassDBHChina
natural
1.4–20.5 cm108Dong et al. 2018
Branch biomassDBHRussia
natural
—52Paramonov et al. 2022
Foliage biomassDBH + HeightMexico
natural
7.9–44.8 cm49Vargas-Larreta et al. 2017
Foliage biomassD30Indonesia
natural
—13Hasidu et al. 2022
Foliage biomassDBHIndonesia
natural
—13Hasidu et al. 2022
Foliage biomassWood density + DBH + HeightMyanmar (Burma)
natural
5–13 cm15Lwin et al. 2026
Foliage biomassDBHVietnam
natural
3.6–9.5 cm83Huy et al. 2019
Foliage biomassDBHVietnam
natural
3.6–9.5 cm83Huy et al. 2019
Foliage biomassD30Canada
natural
—15Flade et al. 2021
Foliage biomassDBHRussia
natural
1.1–17.1 cm18Petrova et al. 2026
Foliage biomassDBHSweden
natural
1–11 cm86Repola & Ahnlund Ulvcrona 2014
Foliage biomassDBHChina
plantation
—60Shen et al. 2025
Foliage biomassDBHSouth Korea
plantation
—10Gwon et al. 2014
Foliage biomassDBHSouth Korea
plantation
13–28 cm18Jung et al. 2014
Foliage biomassDBH + HeightChina
natural
1.7–28.4 cm138Dong et al. 2018
Foliage biomassDBHChina
natural
1.7–28.4 cm138Dong et al. 2018
Foliage biomassDBHUnited States
mixed
19.3–114 cm22Poudel & Temesgen 2016
Foliage biomassDBH + HeightThailand
plantation
0.5–19.8 cm94Ounban et al. 2016
Foliage biomass, 18-year secondary montane forest, DAP² only
Secondary montane forest trees, mixed species
Foliage biomassDBHEcuador
natural
——Ramírez et al. 2022
Foliage biomass, 18-year secondary montane forest, DAP²·Ht
Secondary montane forest trees, mixed species
Foliage biomassDBH + HeightEcuador
natural
——Ramírez et al. 2022
Foliage biomass, 30-year secondary montane forest, DAP² only
Secondary montane forest trees, mixed species
Foliage biomassDBHEcuador
natural
——Ramírez et al. 2022
Foliage biomass, 30-year secondary montane forest, DAP²·Ht
Secondary montane forest trees, mixed species
Foliage biomassDBH + HeightEcuador
natural
——Ramírez et al. 2022
Foliage biomass, 50-year secondary montane forest, DAP² only
Secondary montane forest trees, mixed species
Foliage biomassDBHEcuador
natural
——Ramírez et al. 2022
Foliage biomass, 50-year secondary montane forest, DAP²·Ht
Secondary montane forest trees, mixed species
Foliage biomassDBH + HeightEcuador
natural
——Ramírez et al. 2022
Foliage biomassDBHEcuador
natural
——Ramírez et al. 2022
Foliage biomassDBH + HeightEcuador
natural
——Ramírez et al. 2022
Foliage biomassDBH + HeightPeru
agroforestry
9.9–43.8 cm22Chalupová et al. 2026
Foliage biomassDBHRussia
mixed
3.6–16.9 cm50Karaban et al. 2023
Foliage biomassDBHRussia
natural
4–17 cm21Tretyakov et al. 2022
Guangzhou subtropical forest leaf biomass, Model 1 (DBH only)
Subtropical evergreen broadleaf forest trees (Castanopsis fissa, Aleurites montana, Castanopsis chinensis, Machilus chinensis and 22 companion species)
Foliage biomassDBHChina
natural
4.2–61.2 cm144Zhao et al. 2019
Foliage biomassDBH + HeightMexico
natural
10–43.7 cm48Vargas-Larreta et al. 2017
Foliage biomassDBH + HeightChina
plantation
5.4–33.4 cm114Dong et al. 2016
Foliage biomassDBHChina
plantation
5.4–33.4 cm114Dong et al. 2016
Foliage biomassDBH + HeightChina
plantation
7.6–35.7 cm90Dong et al. 2016
Foliage biomassDBHChina
plantation
7.6–35.7 cm90Dong et al. 2016
Foliage biomassDBH + HeightChina
plantation
2–35.7 cm229Dong et al. 2020
Foliage biomassDBHRussia
natural
3.9–52.8 cm43Delcourt & Veraverbeke 2022
Foliage biomassDBHRussia
natural
1.8–18.9 cm20Delcourt & Veraverbeke 2022
Foliage biomassDBHEcuador
plantation
5.9–21 cm46Ramos-Veintimilla et al. 2025
Foliage biomassDBH + HeightSouth Korea
plantation
5.9–38.7 cm40Kang et al. 2016
Foliage biomassDBHSouth Korea
plantation
5.9–38.7 cm40Kang et al. 2016
Foliage biomassDBH + HeightSouth Korea
plantation
5.9–38.7 cm40Kang et al. 2016
Foliage biomassDBHSouth Korea
plantation
5.9–38.7 cm40Kang et al. 2016
Foliage biomassDBH + HeightSouth Korea
plantation
5.9–38.7 cm40Kang et al. 2016
Foliage biomassDBHUnited States
mixed
13.5–42.9 cm33Poudel & Temesgen 2016
Mixed mangrove leaf biomass, power model (D)
Seven mangrove species (Bruguiera cylindrica, B. parviflora, B. sexangula, Ceriops tagal, Rhizophora apiculata, R. mucronata, Xylocarpus granatum)
Foliage biomassDBHMalaysia
natural
9–33 cm15Abdul-Hamid et al. 2022
Mixed mangrove leaf biomass, power model (D^2 H)
Seven mangrove species (Bruguiera cylindrica, B. parviflora, B. sexangula, Ceriops tagal, Rhizophora apiculata, R. mucronata, Xylocarpus granatum)
Foliage biomassDBH + HeightMalaysia
natural
9–33 cm15Abdul-Hamid et al. 2022
Foliage biomassDBH + HeightChina
plantation
6–38.7 cm85Dong et al. 2016
Foliage biomassDBHChina
plantation
6–38.7 cm85Dong et al. 2016
Foliage biomassDBHChina
plantation
2.4–44.2 cm131Siqing et al. 2022
Multi-species short-stature trees leaf biomass, cross-sectional area at 0.3 m (LLRC)
Multi-species short-stature trees (all tree genera/species sampled)
Foliage biomassD30Canada
natural
—105Flade et al. 2021
Multi-species short-stature trees leaf biomass, cross-sectional area at 0.3 m (NLS)
Multi-species short-stature trees (all tree genera/species sampled)
Foliage biomassD30Canada
natural
—105Flade et al. 2021
Foliage biomassDBHChina
natural
3.2–52 cm58Meng et al. 2019
Foliage biomassDBHSweden
natural
1–21 cm68Repola & Ahnlund Ulvcrona 2014
Foliage biomassDBHCzechia
mixed
—139Čihák & Vejpustková 2018
Foliage biomassDBH + HeightCzechia
mixed
—139Čihák & Vejpustková 2018
Foliage biomassDBH + Crown diameterChina
natural
1.5–33 cm159Meng et al. 2021
Oak foliage biomass from D, additive system 1 (Table 4)
Quercus (Q. mongolica and Q. wutaishanica)
Foliage biomassDBHChina
natural
1.5–33 cm159Meng et al. 2021
Foliage biomassD30Canada
natural
——Flade et al. 2021
Foliage biomassD30Canada
natural
——Flade et al. 2021
Foliage biomassDBH + HeightLebanon
natural
—101de-Miguel et al. 2014
Foliage biomassDBHLebanon
natural
—101de-Miguel et al. 2014
Foliage biomassDBH + HeightSyria, Lebanon
natural
2.3–55.8 cm201de-Miguel et al. 2014
Foliage biomassDBHSyria, Lebanon
natural
2.3–55.8 cm201de-Miguel et al. 2014
Foliage biomassDBHSyria
natural
—100de-Miguel et al. 2014
Foliage biomassDBH + HeightBrazil
plantation
8.2–23.7 cm20Coutinho et al. 2018
Foliage biomassDBH + HeightMexico
natural
3–40 cm21Cuevas Cruz & Aquino Ramírez 2020
Foliage biomassDBH + HeightMexico
natural
5.5–52.3 cm103Vargas-Larreta et al. 2017
Foliage biomassDBHSouth Korea
natural
5–35.1 cm67Song et al. 2026
Pinus douglasiana and Pinus michoacana foliage biomass
Pinus douglasiana and Pinus michoacana (data combined)
Foliage biomassDBHMexico
natural
——Vargas-Larreta et al. 2017
Foliage biomassDBH + HeightMexico
natural
8.7–44.5 cm130Vargas-Larreta et al. 2017
Foliage biomassDBH + HeightMexico
natural
6.5–51.8 cm89Vargas-Larreta et al. 2017
Foliage biomassDBH + HeightMexico
natural
——Vargas-Larreta et al. 2017
Foliage biomassDBHMexico
natural
5–46.4 cm97Vargas-Larreta et al. 2017
Foliage biomassDBH + HeightMexico
natural
8.4–55.3 cm84Vargas-Larreta et al. 2017
Foliage biomassDBHMexico
natural
5–42 cm35Vargas-Larreta et al. 2017
Foliage biomassDBHMexico
natural
7.5–35.7 cm37Vargas-Larreta et al. 2017
Foliage biomassDBH + HeightMexico
natural
5–49 cm98Vargas-Larreta et al. 2017
Foliage biomassDBHRussia
natural
2.4–21.3 cm12Petrova et al. 2026
Foliage biomassDBHMexico
natural
10–45 cm81Vargas-Larreta et al. 2017
Foliage biomassDBH + HeightMexico
natural
5.7–55 cm17Cuevas Cruz et al. 2022
Foliage biomassDBH + HeightMexico
natural
5.7–55 cm17Cuevas Cruz et al. 2022
Foliage biomassDBHIndonesia
plantation
—59Miyakuni et al. 2004
Foliage biomassD30Canada
natural
—31Flade et al. 2021
Foliage biomassD30Canada
natural
—31Flade et al. 2021
Foliage biomassD30Canada
natural
—30Flade et al. 2021
Foliage biomassD30Canada
natural
—30Flade et al. 2021
Foliage biomassDBHMexico
natural
6.6–41.6 cm30Cortés-Sánchez et al. 2019
Foliage biomassDBHMexico
natural
8.6–19.1 cm12Cortés-Sánchez et al. 2019
Foliage biomassDBH + HeightMexico
natural
8.5–43.1 cm108Vargas-Larreta et al. 2017
Quercus crassifolia, foliage biomass (Eq. 4, D²H)
Quercus crassifolia Humb. & Bonpl.
Foliage biomassDBH + HeightMexico
natural
5–31 cm16Ruiz-Aquino et al. 2014
Foliage biomassDBH + HeightMexico
natural
7–45.5 cm131Vargas-Larreta et al. 2017
Foliage biomassDBHMexico
natural
——Vargas-Larreta et al. 2017
Foliage biomassDBHMexico
natural
5.8–48.6 cm—Cortés-Sánchez et al. 2019
Foliage biomassDBH + HeightMexico
natural
6–31 cm16Ruiz-Aquino et al. 2014
Foliage biomassDBHMexico
natural
5.8–48.6 cm30Cortés-Sánchez et al. 2019
Foliage biomassDBHMexico
natural
6.2–37.6 cm34Cortés-Sánchez et al. 2019
Foliage biomassDBH + HeightMexico
natural
9.3–41.3 cm61Vargas-Larreta et al. 2017
Foliage biomassDBH + HeightMexico
natural
11–57 cm123Vargas-Larreta et al. 2017
Foliage biomassDBHMexico
natural
4.8–40.5 cm33Cortés-Sánchez et al. 2019
Foliage biomassDBHSouth Africa
plantation
10.4–38.9 cm—Pienaar et al. 2025
Foliage biomassDBH + HeightSweden
natural
1–22 cm126Repola & Ahnlund Ulvcrona 2014
Foliage biomassDBH + HeightMongolia
natural
4.7–55 cm35Tungalag et al. 2020
Foliage biomassDBHMongolia
natural
4.7–55 cm35Tungalag et al. 2020
Short-stature hardwood trees leaf biomass, cross-sectional area at 0.3 m (LLRC)
Short-stature hardwood trees (deciduous species excluding Picea spp.)
Foliage biomassD30Canada
natural
——Flade et al. 2021
Short-stature hardwood trees leaf biomass, cross-sectional area at 0.3 m (NLS)
Short-stature hardwood trees (deciduous species excluding Picea spp.)
Foliage biomassD30Canada
natural
——Flade et al. 2021
Six Guanajuato oaks pooled, system 1 (D and H): foliage (twigs with leaves) biomass
Quercus (six species: rugosa, obtusata, sideroxyla, coccolobifolia, laurina, candicans)
Foliage biomassDBHMexico
natural
4.8–48.6 cm165Cortés-Sánchez et al. 2019
Foliage biomassDBH + HeightIndonesia
natural
—8Pathibang et al. 2026
Foliage biomassWood density + DBHMyanmar (Burma)
natural
5.1–20 cm15Lwin et al. 2026
Foliage biomassDBHCanada
natural
20.5–63.9 cm10Ter-Mikaelian & Lautenschlager 2001
Foliage biomassDBHCanada
natural
21.3–58.5 cm12Ter-Mikaelian & Lautenschlager 2001
Foliage biomassDBH + HeightThailand
plantation
4.4–41.2 cm84Ounban et al. 2016
Foliage biomassDBH + HeightChina
natural
1.4–20.5 cm108Dong et al. 2018
Foliage biomassDBHChina
natural
1.4–20.5 cm108Dong et al. 2018
Foliage biomassDBHRussia
natural
—52Paramonov et al. 2022
Africa Weibull height–diameter model
Tropical forest trees (permanent plots)
HeightDBHAfrica (C., E. and W. Africa plots)
natural
10–? cm11,910Feldpausch et al. 2012
HeightDBHIndonesia
agroforestry
14.1–51.6 cm23Tiralla et al. 2013
HeightDBHIndia
plantation
——Kaushal et al. 2022
HeightDBHIndia
plantation
——Kaushal et al. 2022
HeightDBHIndia
plantation
——Kaushal et al. 2022
HeightDBHIndia
plantation
——Kaushal et al. 2022
HeightDBHBangladesh
natural
9–52 cm—Tipu et al. 2021
HeightDBHNepal
natural
5.57–61.94 cm180Thapa et al. 2013
HeightDBHNepal
natural
——Upadhyay & Khadka 2024
HeightDBHNepal
natural
——Upadhyay & Khadka 2024
HeightDBHNepal
natural
——Upadhyay & Khadka 2024
HeightDBHNepal
natural
——Upadhyay & Khadka 2024
HeightRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
HeightRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
HeightRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
HeightDBHIndia
plantation
——Kaushal et al. 2022
HeightDBHIndia
plantation
——Kaushal et al. 2022
HeightDBHIndia
plantation
——Kaushal et al. 2022
HeightDBHIndonesia
agroforestry
7–44.1 cm28Tiralla et al. 2013
Height from DBH, logistic power (Table 3)
Mixed tree species of ombrophilous/seasonal forest ecotone (65 fallen trees)
HeightDBHBrazil
natural
10–? cm65Barbosa et al. 2019
Height from DBH, Michaelis-Menten (Table 3, best fit)
Mixed tree species of ombrophilous/seasonal forest ecotone (65 fallen trees)
HeightDBHBrazil
natural
10–? cm65Barbosa et al. 2019
Height from DBH, Michaelis-Menten model, both forests pooled
Mixed Amazonian forest trees (367 species in terra-firme, 65 in várzea)
HeightDBHBrazil
natural
1–139.5 cm1,962Baia et al. 2025
Height from DBH, Michaelis-Menten model, terra-firme
Mixed Amazonian forest trees (367 species in terra-firme, 65 in várzea)
HeightDBHBrazil
natural
1–109.1 cm1,156Baia et al. 2025
Height from DBH, Michaelis-Menten model, várzea
Mixed Amazonian forest trees (367 species in terra-firme, 65 in várzea)
HeightDBHBrazil
natural
5–139.5 cm806Baia et al. 2025
Height from DBH, modified exponential (Table 3)
Mixed tree species of ombrophilous/seasonal forest ecotone (65 fallen trees)
HeightDBHBrazil
natural
10–? cm65Barbosa et al. 2019
Height from DBH, natural-log model (Table 3)
Mixed tree species of ombrophilous/seasonal forest ecotone (65 fallen trees)
HeightDBHBrazil
natural
10–? cm65Barbosa et al. 2019
Height from DBH, Quadratic model, both forests pooled
Mixed Amazonian forest trees (367 species in terra-firme, 65 in várzea)
HeightDBHBrazil
natural
1–139.5 cm1,962Baia et al. 2025
Height from DBH, Quadratic model, terra-firme
Mixed Amazonian forest trees (367 species in terra-firme, 65 in várzea)
HeightDBHBrazil
natural
1–109.1 cm1,156Baia et al. 2025
Height from DBH, Quadratic model, várzea
Mixed Amazonian forest trees (367 species in terra-firme, 65 in várzea)
HeightDBHBrazil
natural
5–139.5 cm806Baia et al. 2025
Height from DBH, Weibull model, both forests pooled
Mixed Amazonian forest trees (367 species in terra-firme, 65 in várzea)
HeightDBHBrazil
natural
1–139.5 cm1,962Baia et al. 2025
HeightRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
HeightRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
HeightRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
HeightDBHMozambique
natural
5–109 cm—Lisboa et al. 2025
HeightRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
HeightE + DBHPantropical
natural
5–212 cm—Chave et al. 2014
Pantropical Weibull height–diameter model
Tropical forest trees (permanent plots)
HeightDBHPantropical
natural
10–? cm42,656Feldpausch et al. 2012
HeightRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
HeightRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
HeightRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
HeightRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
HeightDBHIndonesia
natural
20–67 cm1,009Wirabuana et al. 2025
HeightDBHIndonesia
natural
20–67 cm1,009Wirabuana et al. 2025
HeightDBHIndonesia
natural
20–67 cm1,009Wirabuana et al. 2025
HeightRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
South America Weibull height–diameter model
Tropical forest trees (permanent plots)
HeightDBHSouth America (Amazonia and Guiana Shield plots)
natural
10–? cm19,262Feldpausch et al. 2012
South-East Asia Weibull height–diameter model
Tropical forest trees (permanent plots)
HeightDBHAsia: South-East Asia plots
natural
10–? cm2,948Feldpausch et al. 2012
Tanzania All Tanzania Mainland forest types (regional model), height from D (base model, Table 4)
Mixed tree species, All Tanzania Mainland forest types (regional model)
HeightDBHTanzania
mixed
1–149.9 cm31,782Mugasha et al. 2019
HeightDBHTanzania
natural
1–83.1 cm3,669Mugasha et al. 2019
HeightDBHTanzania
mixed
1–149.9 cm1,866Mugasha et al. 2019
HeightDBHTanzania
plantation
5.2–82.5 cm100Mugasha et al. 2019
HeightDBHTanzania
natural
1–75 cm934Mugasha et al. 2019
HeightDBHTanzania
natural
1–141 cm2,111Mugasha et al. 2019
HeightDBHTanzania
natural
1–122.4 cm2,278Mugasha et al. 2019
HeightDBHTanzania
natural
1–46.4 cm307Mugasha et al. 2019
HeightDBHTanzania
natural
1–123.4 cm20,080Mugasha et al. 2019
HeightDBHTanzania
plantation
1.8–54.2 cm340Mugasha et al. 2019
HeightDBHTanzania
natural
2.2–93 cm97Mugasha et al. 2019
HeightDBHNepal
plantation
6.37–58.92 cm31Koirala et al. 2017
Root:shoot ratioconstantAfrica; Tropical dry ecological zone (FAO 2015 Global Ecological Zones)
natural
——Domke et al. 2019
Root:shoot ratioconstantNorth and South America; Tropical dry ecological zone (FAO 2015 Global Ecological Zones)
natural
——Domke et al. 2019
Root:shoot ratioconstantNorth and South America; Tropical moist ecological zone (FAO 2015 Global Ecological Zones)
natural
——Domke et al. 2019
Root:shoot ratioconstantNorth and South America; Tropical mountain ecological zone (FAO 2015 Global Ecological Zones)
natural
——Domke et al. 2019
Root:shoot ratioconstantAfrica; Tropical rainforest ecological zone (FAO 2015 Global Ecological Zones)
natural
——Domke et al. 2019
Root:shoot ratioconstantAfrica; Tropical rainforest ecological zone (FAO 2015 Global Ecological Zones)
natural
——Domke et al. 2019
Root:shoot ratioconstantAsia; Tropical rainforest ecological zone (FAO 2015 Global Ecological Zones)
natural
——Domke et al. 2019
Root:shoot ratioconstantNorth and South America; Tropical rainforest ecological zone (FAO 2015 Global Ecological Zones)
natural
——Domke et al. 2019
Stem biomassD30Bangladesh
plantation
—25Das & Chowdhury 2026
Stem biomassD30Bangladesh
plantation
—25Das & Chowdhury 2026
Stem biomassD30Bangladesh
plantation
—25Das & Chowdhury 2026
Stem biomassDBH + HeightEthiopia
plantation
1.1–11.9 cm24Shumie et al. 2024
Stem biomassDBHBenin
natural
2.5–65.5 cm28Goussanou et al. 2016
Stem biomassDBH + HeightSpain
mixed
8.3–47.3 cm16Ruiz-Peinado et al. 2012
Stem biomassD30Indonesia
natural
—13Hasidu et al. 2022
Stem biomassDBHIndonesia
natural
—13Hasidu et al. 2022
Stem biomassWood density + DBH + HeightMyanmar (Burma)
natural
5–13 cm15Lwin et al. 2026
Stem biomassDBH + HeightVietnam
natural
3.6–9.5 cm83Huy et al. 2019
Stem biomassDBHVietnam
natural
3.6–9.5 cm83Huy et al. 2019
Stem biomassDBHGermany, Switzerland
natural
2–18 cm66Chakraborty et al. 2016
Stem biomassRoot collar diameterGermany, Switzerland
natural
—20Chakraborty et al. 2016
Stem biomassD30Canada
natural
—15Flade et al. 2021
Stem biomassD30Canada
natural
—15Flade et al. 2021
Stem biomassDBHRussia
natural
1.1–17.1 cm18Petrova et al. 2026
Stem biomassDBH + HeightSweden
natural
1–11 cm86Repola & Ahnlund Ulvcrona 2014
Stem biomassDBHBenin
natural
2.8–22.4 cm28Goussanou et al. 2016
Stem biomassDBH + HeightSpain
mixed
10.7–50.6 cm24Ruiz-Peinado et al. 2012
Stem biomassDBHSpain
mixed
10.2–42.9 cm19Ruiz-Peinado et al. 2012
Commercial stem biomass from DBH and wood density (MB1)
20 commercial tree species of a managed forest (DBH >= 50 cm)
Stem biomassDBH + Wood densityBrazil
natural
50.4–149.9 cm223Romero et al. 2020
Stem biomassDBHSouth Korea
plantation
—10Gwon et al. 2014
Stem biomassDBHSouth Korea
plantation
—10Gwon et al. 2014
Stem biomassDBHSouth Korea
plantation
—10Gwon et al. 2014
Stem biomassDBHSouth Korea
plantation
—5Gwon et al. 2014
Stem biomassDBHSouth Korea
plantation
—5Gwon et al. 2014
Stem biomassDBHSouth Korea
plantation
13–28 cm18Jung et al. 2014
Stem biomassDBH + HeightChina
natural
1.7–28.4 cm138Dong et al. 2018
Stem biomassDBHChina
natural
1.7–28.4 cm138Dong et al. 2018
Stem biomassDBH + Height + Crown diameterChina
natural
1.7–28.4 cm138Dong et al. 2018
Stem biomassDBHUnited States
mixed
19.3–114 cm22Poudel & Temesgen 2016
Stem biomassDBHThailand
plantation
0.5–19.8 cm94Ounban et al. 2016
Stem biomassDBH + HeightThailand
plantation
0.5–19.8 cm94Ounban et al. 2016
Stem biomassDBH + HeightChile
plantation
—41Prado Donoso & Alarcón Maya 1991
Stem biomassDBH + HeightChile
plantation
—41Prado Donoso & Alarcón Maya 1991
Stem biomassDBH + Stem height + Wood densityBrazil
natural
3.9–12.7 cm20Da Silva et al. 2015
Stem biomassDBH + HeightSpain
mixed
9.5–74.8 cm72Ruiz-Peinado et al. 2012
Stem biomassDBH + HeightSpain
mixed
7.2–52.2 cm26Ruiz-Peinado et al. 2012
Generic stem biomass from Dbh (Lama forest)
Eighteen dominant tree species of Lama forest plus species from Guendehou et al. (2012)
Stem biomassDBHBenin
natural
—617Goussanou et al. 2016
Stem biomassDBHRussia
mixed
3.6–16.9 cm50Karaban et al. 2023
Stem biomassDBHRussia
natural
4–17 cm21Tretyakov et al. 2022
Guangzhou subtropical forest stem biomass, Model 1 (DBH only)
Subtropical evergreen broadleaf forest trees (Castanopsis fissa, Aleurites montana, Castanopsis chinensis, Machilus chinensis and 22 companion species)
Stem biomassDBHChina
natural
4.2–61.2 cm144Zhao et al. 2019
Stem biomassDBHBenin
natural
3.5–32.9 cm34Goussanou et al. 2016
Stem biomassDBHBenin
natural
3.7–40.2 cm27Goussanou et al. 2016
Stem biomassDBH + HeightChina
plantation
5.4–33.4 cm114Dong et al. 2016
Stem biomassDBHChina
plantation
5.4–33.4 cm114Dong et al. 2016
Stem biomassDBH + HeightChina
plantation
7.6–35.7 cm90Dong et al. 2016
Stem biomassDBHChina
plantation
7.6–35.7 cm90Dong et al. 2016
Stem biomassDBH + HeightChina
plantation
2–35.7 cm229Dong et al. 2020
Stem biomassDBHRussia
natural
3.9–52.8 cm43Delcourt & Veraverbeke 2022
Stem biomassDBHRussia
natural
1.8–18.9 cm20Delcourt & Veraverbeke 2022
Stem biomassDBH + HeightSouth Korea
plantation
5.9–38.7 cm40Kang et al. 2016
Stem biomassDBHSouth Korea
plantation
5.9–38.7 cm40Kang et al. 2016
Stem biomassDBH + HeightSouth Korea
plantation
5.9–38.7 cm40Kang et al. 2016
Stem biomassDBHSouth Korea
plantation
5.9–38.7 cm40Kang et al. 2016
Stem biomassDBH + HeightSouth Korea
plantation
5.9–38.7 cm40Kang et al. 2016
Stem biomassDBHUnited States
mixed
13.5–42.9 cm33Poudel & Temesgen 2016
Mixed mangrove stem biomass, power model (D)
Seven mangrove species (Bruguiera cylindrica, B. parviflora, B. sexangula, Ceriops tagal, Rhizophora apiculata, R. mucronata, Xylocarpus granatum)
Stem biomassDBHMalaysia
natural
9–33 cm15Abdul-Hamid et al. 2022
Mixed mangrove stem biomass, power model (D^2 H)
Seven mangrove species (Bruguiera cylindrica, B. parviflora, B. sexangula, Ceriops tagal, Rhizophora apiculata, R. mucronata, Xylocarpus granatum)
Stem biomassDBH + HeightMalaysia
natural
9–33 cm15Abdul-Hamid et al. 2022
Stem biomassDBH + HeightChina
plantation
6–38.7 cm85Dong et al. 2016
Stem biomassDBHChina
plantation
6–38.7 cm85Dong et al. 2016
Stem biomassDBH + HeightChina
plantation
2.4–44.2 cm131Siqing et al. 2022
Multi-species short-stature trees stem biomass, cross-sectional area at 0.3 m (LLRC)
Multi-species short-stature trees (all tree genera/species sampled)
Stem biomassD30Canada
natural
—105Flade et al. 2021
Multi-species short-stature trees stem biomass, cross-sectional area at 0.3 m (NLS)
Multi-species short-stature trees (all tree genera/species sampled)
Stem biomassD30Canada
natural
—105Flade et al. 2021
Stem biomassDBHSweden
natural
1–21 cm68Repola & Ahnlund Ulvcrona 2014
Stem biomassDBHCzechia
mixed
—139Čihák & Vejpustková 2018
Stem biomassDBH + HeightCzechia
mixed
—139Čihák & Vejpustková 2018
Stem biomassDBH + HeightSpain
mixed
10–40.5 cm17Ruiz-Peinado et al. 2012
Stem biomassDBH + HeightBrazil
natural
—97Santana et al. 2021
Stem biomassDBH + HeightBrazil
natural
—97Santana et al. 2021
Stem biomassD30Canada
natural
——Flade et al. 2021
Stem biomassD30Canada
natural
——Flade et al. 2021
Stem biomassDBH + HeightLebanon
natural
—101de-Miguel et al. 2014
Stem biomassDBHLebanon
natural
—101de-Miguel et al. 2014
Stem biomassDBH + HeightSyria, Lebanon
natural
2.3–55.8 cm201de-Miguel et al. 2014
Stem biomassDBHSyria, Lebanon
natural
2.3–55.8 cm201de-Miguel et al. 2014
Stem biomassDBH + HeightSyria
natural
—100de-Miguel et al. 2014
Stem biomassDBHSyria
natural
—100de-Miguel et al. 2014
Stem biomassDBH + Height + Wood densityBrazil
plantation
8.2–23.7 cm20Coutinho et al. 2018
Stem biomassDBHMexico
plantation
6.1–11 cm50Marroquín Morales et al. 2018
Stem biomassDBH + HeightMexico
natural
3–40 cm21Cuevas Cruz & Aquino Ramírez 2020
Stem biomassDBH + HeightMexico
plantation
6.9–22.8 cm50Marroquín Morales et al. 2018
Stem biomassDBH + HeightMexico
natural
3.5–25.7 cm25Martínez-Domínguez et al. 2020
Stem biomassDBHRussia
natural
2.4–21.3 cm12Petrova et al. 2026
Stem biomassDBH + HeightMexico
natural
5.7–55 cm17Cuevas Cruz et al. 2022
Stem biomassDBH + HeightMexico
natural
5.7–55 cm17Cuevas Cruz et al. 2022
Stem biomassDBHIndonesia
plantation
—59Miyakuni et al. 2004
Stem biomassD30Canada
natural
—31Flade et al. 2021
Stem biomassD30Canada
natural
—31Flade et al. 2021
Stem biomassD30Canada
natural
—30Flade et al. 2021
Stem biomassD30Canada
natural
—30Flade et al. 2021
Stem biomassDBH + HeightSpain
mixed
11.4–50.7 cm32Ruiz-Peinado et al. 2012
Stem biomassDBH + HeightSpain
mixed
10–60 cm23Ruiz-Peinado et al. 2012
Quercus candicans: stem biomass
Quercus candicans Née
Stem biomassDBH + HeightMexico
natural
6.6–41.6 cm30Cortés-Sánchez et al. 2019
Quercus coccolobifolia: stem biomass
Quercus coccolobifolia Trel.
Stem biomassDBH + HeightMexico
natural
8.6–19.1 cm12Cortés-Sánchez et al. 2019
Quercus crassifolia, stem biomass (Eq. 4, D²H)
Quercus crassifolia Humb. & Bonpl.
Stem biomassDBH + HeightMexico
natural
5–31 cm16Ruiz-Aquino et al. 2014
Stem biomassDBHSpain
mixed
9.5–46.5 cm24Ruiz-Peinado et al. 2012
Quercus group 1 (rugosa, candicans, laurina): stem biomass
Quercus group 1 (Q. rugosa, Q. candicans, Q. laurina)
Stem biomassDBH + HeightMexico
natural
5.8–48.6 cm—Cortés-Sánchez et al. 2019
Quercus group 2 (obtusata, coccolobifolia, sideroxyla): stem biomass
Quercus group 2 (Q. obtusata, Q. coccolobifolia, Q. sideroxyla)
Stem biomassDBH + HeightMexico
natural
4.8–40.5 cm—Cortés-Sánchez et al. 2019
Stem biomassDBHSpain
mixed
7.8–85.9 cm43Ruiz-Peinado et al. 2012
Quercus laurina, stem biomass (Eq. 4, D²H)
Quercus laurina Humb. & Bonpl.
Stem biomassDBH + HeightMexico
natural
6–31 cm16Ruiz-Aquino et al. 2014
Quercus laurina: stem biomass
Quercus laurina Bonpl.
Stem biomassDBH + HeightMexico
natural
5.8–48.6 cm30Cortés-Sánchez et al. 2019
Quercus obtusata: stem biomass
Quercus obtusata Bonpl.
Stem biomassDBH + HeightMexico
natural
6.2–37.6 cm34Cortés-Sánchez et al. 2019
Quercus rugosa: stem biomass
Quercus rugosa Née
Stem biomassDBH + HeightMexico
natural
7.6–44.5 cm26Cortés-Sánchez et al. 2019
Quercus sideroxyla: stem biomass
Quercus sideroxyla Bonpl.
Stem biomassDBH + HeightMexico
natural
4.8–40.5 cm33Cortés-Sánchez et al. 2019
Stem biomassDBH + HeightSpain
mixed
10.5–83 cm33Ruiz-Peinado et al. 2012
Stem biomassDBHSouth Africa
plantation
10.4–38.9 cm—Pienaar et al. 2025
Stem biomassDBH + HeightSouth Africa
plantation
10.4–38.9 cm—Pienaar et al. 2025
Stem biomassDBH + HeightMongolia
natural
4.7–55 cm35Tungalag et al. 2020
Stem biomassDBHMongolia
natural
4.7–55 cm35Tungalag et al. 2020
Stem biomassDBH + HeightSweden
natural
1–22 cm126Repola & Ahnlund Ulvcrona 2014
Short-stature hardwood trees stem biomass, cross-sectional area at 0.3 m (LLRC)
Short-stature hardwood trees (deciduous species excluding Picea spp.)
Stem biomassD30Canada
natural
——Flade et al. 2021
Short-stature hardwood trees stem biomass, cross-sectional area at 0.3 m (NLS)
Short-stature hardwood trees (deciduous species excluding Picea spp.)
Stem biomassD30Canada
natural
——Flade et al. 2021
Six Guanajuato oaks pooled, system 1 (D and H): stem biomass
Quercus (six species: rugosa, obtusata, sideroxyla, coccolobifolia, laurina, candicans)
Stem biomassDBH + HeightMexico
natural
4.8–48.6 cm165Cortés-Sánchez et al. 2019
Six Guanajuato oaks pooled, system 2 (wood density, D and H): stem biomass
Quercus (six species: rugosa, obtusata, sideroxyla, coccolobifolia, laurina, candicans)
Stem biomassWood density + DBH + HeightMexico
natural
4.8–48.6 cm165Cortés-Sánchez et al. 2019
Stem biomassDBHIndonesia
natural
—8Pathibang et al. 2026
Stem biomassDBH + HeightIndonesia
natural
—8Pathibang et al. 2026
Stem biomassDBHIndonesia
natural
—8Pathibang et al. 2026
Stem biomassDBH + HeightMyanmar (Burma)
natural
5.1–20 cm15Lwin et al. 2026
Stem biomass from d2h and wood density (M8)
Seven dominant species of Chilimo forest (Juniperus procera, Podocarpus falcatus, Olea africana, Allophylus abyssinicus, Olinia rochetiana, Rhus glutinosa, Scolopia theifolia)
Stem biomassDBH + Height + Wood densityEthiopia
natural
6.2–85 cm193Teshome et al. 2022
Stem biomass from DBH (M7)
Seven dominant species of Chilimo forest (Juniperus procera, Podocarpus falcatus, Olea africana, Allophylus abyssinicus, Olinia rochetiana, Rhus glutinosa, Scolopia theifolia)
Stem biomassDBHEthiopia
natural
6.2–85 cm193Teshome et al. 2022
Stem biomass from DBH, height and wood density (M9)
Seven dominant species of Chilimo forest (Juniperus procera, Podocarpus falcatus, Olea africana, Allophylus abyssinicus, Olinia rochetiana, Rhus glutinosa, Scolopia theifolia)
Stem biomassDBH + Height + Wood densityEthiopia
natural
6.2–85 cm193Teshome et al. 2022
Stem biomass from rho d2h (M10, best model)
Seven dominant species of Chilimo forest (Juniperus procera, Podocarpus falcatus, Olea africana, Allophylus abyssinicus, Olinia rochetiana, Rhus glutinosa, Scolopia theifolia)
Stem biomassWood density + DBH + HeightEthiopia
natural
6.2–85 cm193Teshome et al. 2022
Stem biomass, 18-year secondary montane forest, DAP² only
Secondary montane forest trees, mixed species
Stem biomassDBHEcuador
natural
——Ramírez et al. 2022
Stem biomass, 18-year secondary montane forest, DAP²·Ht
Secondary montane forest trees, mixed species
Stem biomassDBH + HeightEcuador
natural
——Ramírez et al. 2022
Stem biomass, 30-year secondary montane forest, DAP² only
Secondary montane forest trees, mixed species
Stem biomassDBHEcuador
natural
——Ramírez et al. 2022
Stem biomass, 30-year secondary montane forest, DAP²·Ht
Secondary montane forest trees, mixed species
Stem biomassDBH + HeightEcuador
natural
——Ramírez et al. 2022
Stem biomass, 50-year secondary montane forest, DAP² only
Secondary montane forest trees, mixed species
Stem biomassDBHEcuador
natural
——Ramírez et al. 2022
Stem biomass, 50-year secondary montane forest, DAP²·Ht
Secondary montane forest trees, mixed species
Stem biomassDBH + HeightEcuador
natural
——Ramírez et al. 2022
Stem biomassDBHEcuador
natural
——Ramírez et al. 2022
Stem biomassDBH + HeightEcuador
natural
——Ramírez et al. 2022
Stem biomassDBHEcuador
plantation
5.9–21 cm46Ramos-Veintimilla et al. 2025
Stem biomassDBH + HeightPeru
agroforestry
9.9–43.8 cm22Chalupová et al. 2026
Stem biomassDBHThailand
plantation
4.4–41.2 cm84Ounban et al. 2016
Stem biomassDBH + HeightThailand
plantation
4.4–41.2 cm84Ounban et al. 2016
Stem biomassDBHBenin
natural
8.2–44.4 cm37Goussanou et al. 2016
Stem biomassDBHBenin
natural
2.3–47.5 cm48Goussanou et al. 2016
Understorey trunk biomass from D30, height and wood density
Understorey trees and saplings, 184 species (stems 1–10 cm diameter)
Stem biomassD30 + Height + Wood densityCameroon
natural
—1,023Yonkeu Ntonmen et al. 2022
Stem biomassDBH + HeightChina
natural
1.4–20.5 cm108Dong et al. 2018
Stem biomassDBHChina
natural
1.4–20.5 cm108Dong et al. 2018
Stem biomassDBHRussia
natural
—52Paramonov et al. 2022
Stem volumeDBH + HeightIndia
natural
50–? cm25Giri et al. 2019
Stem volumeDBH + HeightIndia
natural
10–30 cm25Giri et al. 2019
Stem volumeDBH + HeightIndia
natural
31–50 cm25Giri et al. 2019
Stem volumeDBHIndia
natural
50–? cm25Giri et al. 2019
Stem volumeDBHIndia
natural
10–30 cm25Giri et al. 2019
Stem volumeDBHIndia
natural
31–50 cm25Giri et al. 2019
Stem volumeDBH + HeightMozambique
natural
17–81 cm37Manjate et al. 2025
Stem volumeDBH + HeightBrazil
natural
——Rufini et al. 2010
Stem volumeDBH + HeightBrazil
natural
—157Rufini et al. 2010
Stem volumeDBH + HeightBrazil
natural
—113Rufini et al. 2010
Stem volumeDBH + HeightBrazil
natural
—227Rufini et al. 2010
Stem volumeDBH + HeightBrazil
natural
—157Rufini et al. 2010
Stem volumeDBH + HeightBrazil
natural
—113Rufini et al. 2010
Stem volumeDBH + HeightBrazil
natural
—227Rufini et al. 2010
Stem volumeDBH + HeightBrazil
natural
——Rufini et al. 2010
Stem volumeDBH + HeightBrazil
natural
—157Rufini et al. 2010
Stem volumeDBH + HeightBrazil
natural
—113Rufini et al. 2010
Stem volumeDBH + HeightBrazil
natural
—227Rufini et al. 2010
Stem volumeDBH + HeightBrazil
natural
—157Rufini et al. 2010
Stem volumeDBH + HeightBrazil
natural
—113Rufini et al. 2010
Stem volumeDBH + HeightBrazil
natural
—227Rufini et al. 2010
Stem volumeDBH + HeightMongolia
natural
5.3–40 cm10Altanzagas et al. 2022
Stem volumeDBHBrazil
natural
50–? cm1,222Santos et al. 2020
Stem volumeDBHBrazil
natural
50–? cm2,974Santos et al. 2020
Commercial stem volume from DBH, Husch log model (MV1)
20 commercial tree species of a managed forest (DBH >= 50 cm)
Stem volumeDBHBrazil
natural
50.4–149.9 cm223Romero et al. 2020
Commercial stem volume from DBH, Husch power model (MV4)
20 commercial tree species of a managed forest (DBH >= 50 cm)
Stem volumeDBHBrazil
natural
50.4–149.9 cm223Romero et al. 2020
Stem volumeDBHBrazil
natural
50–? cm1,487Santos et al. 2020
Stem volumeDBHBrazil
natural
50–? cm247Santos et al. 2020
Stem volumeDBHBrazil
natural
50–? cm2,836Santos et al. 2020
Stem volumeDBHBrazil
natural
50–? cm6,582Santos et al. 2020
Stem volumeDBHBrazil
natural
50–? cm593Santos et al. 2020
Stem volumeDBHBrazil
natural
50–? cm1,541Santos et al. 2020
Stem volumeDBH + HeightIndia
natural
50–? cm25Giri et al. 2019
Stem volumeDBH + HeightIndia
natural
10–30 cm25Giri et al. 2019
Stem volumeDBH + HeightIndia
natural
31–50 cm25Giri et al. 2019
Stem volumeDBHIndia
natural
50–? cm25Giri et al. 2019
Stem volumeDBHIndia
natural
10–30 cm25Giri et al. 2019
Stem volumeDBHIndia
natural
31–50 cm25Giri et al. 2019
Generic stem volume from Dbh (Lama forest)
Eighteen dominant tree species of Lama forest plus species from Guendehou et al. (2012)
Stem volumeDBHBenin
natural
—617Goussanou et al. 2016
Stem volumeDBH + HeightMongolia
natural
8.7–42.6 cm15Altanzagas et al. 2022
Stem volumeDBH + HeightMozambique
natural
14–62 cm23Manjate et al. 2025
Stem volumeDBH + HeightIndia
natural
50–? cm25Giri et al. 2019
Stem volumeDBH + HeightIndia
natural
10–30 cm25Giri et al. 2019
Stem volumeDBH + HeightIndia
natural
31–50 cm25Giri et al. 2019
Stem volumeDBHIndia
natural
50–? cm25Giri et al. 2019
Stem volumeDBHIndia
natural
10–30 cm25Giri et al. 2019
Stem volumeDBHIndia
natural
31–50 cm25Giri et al. 2019
Stem volumeDBHNamibia, Angola
natural
5–92 cm356De Cauwer et al. 2020
Stem volumeDBH + HeightNamibia, Angola
natural
5–92 cm340De Cauwer et al. 2020
Stem volumeDBH + HeightArgentina
natural
7.5–61 cm251Lencinas et al. 2002
Peat swamp forest, all species, volume from D (model 3)
Mixed peat swamp forest species (6 species, Dipterocarpaceae and others)
Stem volumeDBHIndonesia
natural
5.6–29.2 cm84Qirom & Akbar 2020
Stem volumeDBH + HeightIndonesia
natural
6.3–29.2 cm42Qirom & Akbar 2020
Peat swamp forest, non-Dipterocarpaceae group, volume from D (model 1)
Non-dipterocarp species group (P. rostratum, C. soulattri, D. pectinatum, as printed)
Stem volumeDBHIndonesia
natural
5.6–27 cm42Qirom & Akbar 2020
Rubber (PR107) stem volume from D (Eq. 7)
Hevea brasiliensis (clone PR107)
Stem volumeDBHCambodia
plantation
20–62 cm60Khun et al. 2008
Stem volumeDBH + HeightCambodia
plantation
20–62 cm60Khun et al. 2008
Stem volume from d2h (M2, best model)
Seven dominant species of Chilimo forest (Juniperus procera, Podocarpus falcatus, Olea africana, Allophylus abyssinicus, Olinia rochetiana, Rhus glutinosa, Scolopia theifolia)
Stem volumeDBH + HeightEthiopia
natural
6.2–85 cm193Teshome et al. 2022
Stem volume from DBH (Eq. 5)
Seven dominant canopy species (Carapa guianensis, Inga coruscans, Laetia procera, Pentaclethra macroloba, Stryphnodendron microstachyum, Tapirira guianensis, Vochysia ferruginea)
Stem volumeDBHCosta Rica
natural
60–105 cm19Segura & Kanninen 2005
Stem volume from DBH (M1)
Seven dominant species of Chilimo forest (Juniperus procera, Podocarpus falcatus, Olea africana, Allophylus abyssinicus, Olinia rochetiana, Rhus glutinosa, Scolopia theifolia)
Stem volumeDBHEthiopia
natural
6.2–85 cm193Teshome et al. 2022
Stem volume from DBH and height (M3)
Seven dominant species of Chilimo forest (Juniperus procera, Podocarpus falcatus, Olea africana, Allophylus abyssinicus, Olinia rochetiana, Rhus glutinosa, Scolopia theifolia)
Stem volumeDBH + HeightEthiopia
natural
6.2–85 cm193Teshome et al. 2022
Stem volumeDBH + HeightIndia
natural
50–? cm25Giri et al. 2019
Stem volumeDBH + HeightIndia
natural
10–30 cm25Giri et al. 2019
Stem volumeDBH + HeightIndia
natural
31–50 cm25Giri et al. 2019
Stem volumeDBHIndia
natural
50–? cm25Giri et al. 2019
Stem volumeDBHIndia
natural
10–30 cm25Giri et al. 2019
Stem volumeDBHIndia
natural
31–50 cm25Giri et al. 2019
Stem volumeDBHNepal
plantation
6.37–58.92 cm31Koirala et al. 2017
Stem volumeDBH + HeightNepal
plantation
6.37–58.92 cm31Koirala et al. 2017
Total biomassDBH + HeightEthiopia
plantation
1.1–11.9 cm24Shumie et al. 2024
Total biomassDBH + HeightChina
mixed
2.2–35.3 cm154Du et al. 2026
Total biomassDBHChina
plantation
—60Shen et al. 2025
Total biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Total biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Total biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Total biomassDBHSouth Korea
plantation
13–28 cm18Jung et al. 2014
Total biomassDBH + HeightChina
natural
1.7–28.4 cm138Dong et al. 2018
Total biomassDBHChina
natural
1.7–28.4 cm138Dong et al. 2018
Guangzhou subtropical forest total biomass, Model 1 (DBH only)
Subtropical evergreen broadleaf forest trees (Castanopsis fissa, Aleurites montana, Castanopsis chinensis, Machilus chinensis and 22 companion species)
Total biomassDBHChina
natural
——Zhao et al. 2019
Guangzhou subtropical forest total biomass, Model 3 (DBH and height)
Subtropical evergreen broadleaf forest trees (Castanopsis fissa, Aleurites montana, Castanopsis chinensis, Machilus chinensis and 22 companion species)
Total biomassDBH + HeightChina
natural
——Zhao et al. 2019
Guangzhou subtropical forest total biomass, Model 5 (DBH and wood density)
Subtropical evergreen broadleaf forest trees (Castanopsis fissa, Aleurites montana, Castanopsis chinensis, Machilus chinensis and 22 companion species)
Total biomassDBH + Wood densityChina
natural
——Zhao et al. 2019
Total biomassDBHCosta Rica
plantation
0.5–28.8 cm53Fonseca G. et al. 2009
Total biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Total biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Total biomassDBH + HeightChina
plantation
5.4–33.4 cm114Dong et al. 2016
Total biomassDBHChina
plantation
5.4–33.4 cm114Dong et al. 2016
Total biomassDBH + HeightChina
plantation
7.6–35.7 cm90Dong et al. 2016
Total biomassDBHChina
plantation
7.6–35.7 cm90Dong et al. 2016
Total biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Total biomassDBH + HeightSouth Korea
plantation
——Kang et al. 2016
Total biomassDBHSouth Korea
plantation
——Kang et al. 2016
Total biomassDBH + HeightSouth Korea
plantation
——Kang et al. 2016
Total biomassDBHSouth Korea
plantation
——Kang et al. 2016
Total biomassDBH + HeightSouth Korea
plantation
——Kang et al. 2016
Total biomassDBH + HeightChina
plantation
6–38.7 cm85Dong et al. 2016
Total biomassDBHChina
plantation
6–38.7 cm85Dong et al. 2016
Total biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Total biomassDBH + HeightChina
mixed
3.5–38.9 cm157Du et al. 2026
Total biomassDBH + HeightMexico
natural
3.5–25.7 cm25Martínez-Domínguez et al. 2020
Total biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Total biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Total biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Total biomassDBHIndonesia
plantation
—59Miyakuni et al. 2004
Total biomassDBH + HeightChina
mixed
2.2–37.9 cm150Du et al. 2026
Total biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Total biomassRoot collar diameterNew Zealand
plantation
——Marden et al. 2025
Total biomassDBHPanama
plantation
16.9–43.8 cm9Kraenzel 2000
Total biomassDBHCosta Rica
plantation
0.5–40.5 cm51Fonseca G. et al. 2009
Total biomassDBH + HeightChina
natural
1.4–20.5 cm108Dong et al. 2018
Total biomassDBHChina
natural
1.4–20.5 cm108Dong et al. 2018
Total volumeDBH + HeightMozambique
natural
17–81 cm37Manjate et al. 2025
Total volumeDBH + HeightCameroon
natural
10–120 cm55Dorisca et al. 2011
Total volumeDBHCameroon
natural
10–120 cm55Dorisca et al. 2011
Total volumeDBHCameroon
natural
10–120 cm55Dorisca et al. 2011
Total volumeDBH + HeightCameroon
natural
10–120 cm55Dorisca et al. 2011
Total volumeDBH + HeightBrazil
natural
——Rufini et al. 2010
Total volumeDBH + HeightBrazil
natural
—157Rufini et al. 2010
Total volumeDBH + HeightBrazil
natural
—113Rufini et al. 2010
Total volumeDBH + HeightBrazil
natural
—227Rufini et al. 2010
Total volumeDBH + HeightBrazil
natural
—157Rufini et al. 2010
Total volumeDBH + HeightBrazil
natural
—113Rufini et al. 2010
Total volumeDBH + HeightBrazil
natural
—227Rufini et al. 2010
Total volumeDBH + HeightBrazil
natural
——Rufini et al. 2010
Total volumeDBH + HeightBrazil
natural
—157Rufini et al. 2010
Total volumeDBH + HeightBrazil
natural
—113Rufini et al. 2010
Total volumeDBH + HeightBrazil
natural
—227Rufini et al. 2010
Total volumeDBH + HeightBrazil
natural
—157Rufini et al. 2010
Total volumeDBH + HeightBrazil
natural
—113Rufini et al. 2010
Total volumeDBH + HeightBrazil
natural
—227Rufini et al. 2010
Cerrado total volume with bark from DBH and height, Goal Programming (model 1)
Cerrado sensu stricto and campo cerrado woody species (99 species)
Total volumeDBH + HeightBrazil
natural
—696Morais et al. 2014
Cerrado total volume with bark from DBH and height, OLS (model 1)
Cerrado sensu stricto and campo cerrado woody species (99 species)
Total volumeDBH + HeightBrazil
natural
—696Morais et al. 2014
Cerrado total volume with bark from DBH only, Goal Programming (model 4)
Cerrado sensu stricto and campo cerrado woody species (99 species)
Total volumeDBHBrazil
natural
—696Morais et al. 2014
Cerrado total volume with bark from DBH only, OLS (model 4)
Cerrado sensu stricto and campo cerrado woody species (99 species)
Total volumeDBHBrazil
natural
—696Morais et al. 2014
Total volumeDBH + HeightMozambique
natural
14–62 cm23Manjate et al. 2025
Miombo Regional total volume from stump diameter
Miombo woodland trees (mixed species)
Total volumeD30Tanzania
natural
—114Manyanda et al. 2019
Total volumeDBH + HeightArgentina
natural
7.5–61 cm251Lencinas et al. 2002
Total volumeDBH + HeightChile
natural
11.5–121 cm107Salas Eljatib 2002
Total volumeDBH + HeightTanzania
natural
—60Mugasha et al. 2016
Total volumeDBHTanzania
natural
—60Mugasha et al. 2016
Total tree volume from DBH (Eq. 8)
Seven dominant canopy species (Carapa guianensis, Inga coruscans, Laetia procera, Pentaclethra macroloba, Stryphnodendron microstachyum, Tapirira guianensis, Vochysia ferruginea)
Total volumeDBHCosta Rica
natural
60–105 cm19Segura & Kanninen 2005
Total volumeDBHNamibia, Angola
natural
9–73 cm69De Cauwer et al. 2020
Total volumeDBH + HeightNamibia, Angola
natural
9–73 cm69De Cauwer et al. 2020

Species photos by iNaturalist contributors, openly licensed. Each equation page credits its photo.