Mapping the distribution and condition of mountain peatlands in Colombia for sustainable ecosystem management

High mountain peatlands in Colombia play a crucial role in water regulation, store significant carbon, and yet remain poorly studied and threatened. The lack of a comprehensive national peatland map hinders effective management. Our objectives were to create a national mountain peatland map for Colo...

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Published inJournal of environmental management Vol. 380; p. 124915
Main Authors Skillings-Neira, Patrick Nicolás, Benavides, Juan C., Battaglia, Michael J., Chimner, Rodney A., Bourgeau-Chavez, Laura, Wayson, Craig, Kolka, Randall, Lilleskov, Erik A.
Format Journal Article
LanguageEnglish
Published England Elsevier Ltd 01.04.2025
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Abstract High mountain peatlands in Colombia play a crucial role in water regulation, store significant carbon, and yet remain poorly studied and threatened. The lack of a comprehensive national peatland map hinders effective management. Our objectives were to create a national mountain peatland map for Colombia, assess peatland distribution, quantify degraded pasture peatlands, and evaluate soil carbon percentages and bulk density in the top 40 cm of mountain peatlands soils. We developed and compared three national-scale maps using field validation, Sentinel-2 imagery, SAR data, and topographic variables as inputs to a Random Forest classifier, each reflecting a different grouping of the study area. The Subregional map classifies four smaller subregions individually and merges them, the Regional groups two larger regions, and the National classifies the entire study area. Mapping 4.8 million hectares, we found peatlands occupy approximately 225,000 to 250,000 ha. About 13–15% are pasture peatlands, even within protected areas, 7–8% have been disturbed. Soil analyses up to 40 cm show consistently high carbon percentage in undisturbed peatlands, whereas pasture peatlands exhibit lower carbon and higher bulk density, revealing detrimental effects caused by drainage and livestock. These findings underscore the urgent need for targeted conservation and restoration to reduce greenhouse gas emissions, protect water resources, and strengthen climate mitigation strategies. Future research should refine peatland depth estimates to enhance the accuracy of peatland carbon stock assessments, leverage all three maps to improve training data in areas with substantial discrepancies, and use emerging technologies to better detect unaccounted peatland degradation. •First national map of mountain peatlands in Colombia, with 225,000–250,000 ha.•Pasture peatlands make up 13–15% of total peatland area in Colombian Andes.•Most pasture peatlands are in the Eastern Cordillera (66–84%).•Pasture peatlands have lower carbon content and higher bulk density due to drainage and livestock.
AbstractList High mountain peatlands in Colombia play a crucial role in water regulation, store significant carbon, and yet remain poorly studied and threatened. The lack of a comprehensive national peatland map hinders effective management. Our objectives were to create a national mountain peatland map for Colombia, assess peatland distribution, quantify degraded pasture peatlands, and evaluate soil carbon percentages and bulk density in the top 40 cm of mountain peatlands soils. We developed and compared three national-scale maps using field validation, Sentinel-2 imagery, SAR data, and topographic variables as inputs to a Random Forest classifier, each reflecting a different grouping of the study area. The Subregional map classifies four smaller subregions individually and merges them, the Regional groups two larger regions, and the National classifies the entire study area. Mapping 4.8 million hectares, we found peatlands occupy approximately 225,000 to 250,000 ha. About 13–15% are pasture peatlands, even within protected areas, 7–8% have been disturbed. Soil analyses up to 40 cm show consistently high carbon percentage in undisturbed peatlands, whereas pasture peatlands exhibit lower carbon and higher bulk density, revealing detrimental effects caused by drainage and livestock. These findings underscore the urgent need for targeted conservation and restoration to reduce greenhouse gas emissions, protect water resources, and strengthen climate mitigation strategies. Future research should refine peatland depth estimates to enhance the accuracy of peatland carbon stock assessments, leverage all three maps to improve training data in areas with substantial discrepancies, and use emerging technologies to better detect unaccounted peatland degradation. •First national map of mountain peatlands in Colombia, with 225,000–250,000 ha.•Pasture peatlands make up 13–15% of total peatland area in Colombian Andes.•Most pasture peatlands are in the Eastern Cordillera (66–84%).•Pasture peatlands have lower carbon content and higher bulk density due to drainage and livestock.
High mountain peatlands in Colombia play a crucial role in water regulation, store significant carbon, and yet remain poorly studied and threatened. The lack of a comprehensive national peatland map hinders effective management. Our objectives were to create a national mountain peatland map for Colombia, assess peatland distribution, quantify degraded pasture peatlands, and evaluate soil carbon percentages and bulk density in the top 40 cm of mountain peatlands soils. We developed and compared three national-scale maps using field validation, Sentinel-2 imagery, SAR data, and topographic variables as inputs to a Random Forest classifier, each reflecting a different grouping of the study area. The Subregional map classifies four smaller subregions individually and merges them, the Regional groups two larger regions, and the National classifies the entire study area. Mapping 4.8 million hectares, we found peatlands occupy approximately 225,000 to 250,000 ha. About 13–15% are pasture peatlands, even within protected areas, 7–8% have been disturbed. Soil analyses up to 40 cm show consistently high carbon percentage in undisturbed peatlands, whereas pasture peatlands exhibit lower carbon and higher bulk density, revealing detrimental effects caused by drainage and livestock. These findings underscore the urgent need for targeted conservation and restoration to reduce greenhouse gas emissions, protect water resources, and strengthen climate mitigation strategies. Future research should refine peatland depth estimates to enhance the accuracy of peatland carbon stock assessments, leverage all three maps to improve training data in areas with substantial discrepancies, and use emerging technologies to better detect unaccounted peatland degradation.
High mountain peatlands in Colombia play a crucial role in water regulation, store significant carbon, and yet remain poorly studied and threatened. The lack of a comprehensive national peatland map hinders effective management. Our objectives were to create a national mountain peatland map for Colombia, assess peatland distribution, quantify degraded pasture peatlands, and evaluate soil carbon percentages and bulk density in the top 40 cm of mountain peatlands soils. We developed and compared three national-scale maps using field validation, Sentinel-2 imagery, SAR data, and topographic variables as inputs to a Random Forest classifier, each reflecting a different grouping of the study area. The Subregional map classifies four smaller subregions individually and merges them, the Regional groups two larger regions, and the National classifies the entire study area. Mapping 4.8 million hectares, we found peatlands occupy approximately 225,000 to 250,000 ha. About 13-15% are pasture peatlands, even within protected areas, 7-8% have been disturbed. Soil analyses up to 40 cm show consistently high carbon percentage in undisturbed peatlands, whereas pasture peatlands exhibit lower carbon and higher bulk density, revealing detrimental effects caused by drainage and livestock. These findings underscore the urgent need for targeted conservation and restoration to reduce greenhouse gas emissions, protect water resources, and strengthen climate mitigation strategies. Future research should refine peatland depth estimates to enhance the accuracy of peatland carbon stock assessments, leverage all three maps to improve training data in areas with substantial discrepancies, and use emerging technologies to better detect unaccounted peatland degradation.
High mountain peatlands in Colombia play a crucial role in water regulation, store significant carbon, and yet remain poorly studied and threatened. The lack of a comprehensive national peatland map hinders effective management. Our objectives were to create a national mountain peatland map for Colombia, assess peatland distribution, quantify degraded pasture peatlands, and evaluate soil carbon percentages and bulk density in the top 40 cm of mountain peatlands soils. We developed and compared three national-scale maps using field validation, Sentinel-2 imagery, SAR data, and topographic variables as inputs to a Random Forest classifier, each reflecting a different grouping of the study area. The Subregional map classifies four smaller subregions individually and merges them, the Regional groups two larger regions, and the National classifies the entire study area. Mapping 4.8 million hectares, we found peatlands occupy approximately 225,000 to 250,000 ha. About 13-15% are pasture peatlands, even within protected areas, 7-8% have been disturbed. Soil analyses up to 40 cm show consistently high carbon percentage in undisturbed peatlands, whereas pasture peatlands exhibit lower carbon and higher bulk density, revealing detrimental effects caused by drainage and livestock. These findings underscore the urgent need for targeted conservation and restoration to reduce greenhouse gas emissions, protect water resources, and strengthen climate mitigation strategies. Future research should refine peatland depth estimates to enhance the accuracy of peatland carbon stock assessments, leverage all three maps to improve training data in areas with substantial discrepancies, and use emerging technologies to better detect unaccounted peatland degradation.High mountain peatlands in Colombia play a crucial role in water regulation, store significant carbon, and yet remain poorly studied and threatened. The lack of a comprehensive national peatland map hinders effective management. Our objectives were to create a national mountain peatland map for Colombia, assess peatland distribution, quantify degraded pasture peatlands, and evaluate soil carbon percentages and bulk density in the top 40 cm of mountain peatlands soils. We developed and compared three national-scale maps using field validation, Sentinel-2 imagery, SAR data, and topographic variables as inputs to a Random Forest classifier, each reflecting a different grouping of the study area. The Subregional map classifies four smaller subregions individually and merges them, the Regional groups two larger regions, and the National classifies the entire study area. Mapping 4.8 million hectares, we found peatlands occupy approximately 225,000 to 250,000 ha. About 13-15% are pasture peatlands, even within protected areas, 7-8% have been disturbed. Soil analyses up to 40 cm show consistently high carbon percentage in undisturbed peatlands, whereas pasture peatlands exhibit lower carbon and higher bulk density, revealing detrimental effects caused by drainage and livestock. These findings underscore the urgent need for targeted conservation and restoration to reduce greenhouse gas emissions, protect water resources, and strengthen climate mitigation strategies. Future research should refine peatland depth estimates to enhance the accuracy of peatland carbon stock assessments, leverage all three maps to improve training data in areas with substantial discrepancies, and use emerging technologies to better detect unaccounted peatland degradation.
ArticleNumber 124915
Author Wayson, Craig
Battaglia, Michael J.
Bourgeau-Chavez, Laura
Benavides, Juan C.
Kolka, Randall
Chimner, Rodney A.
Skillings-Neira, Patrick Nicolás
Lilleskov, Erik A.
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Cites_doi 10.3389/feart.2021.676748
10.1016/j.catena.2017.09.010
10.1657/AAAR0014-060
10.1007/s10980-019-00844-5
10.1061/JIDEDH.IRENG-9796
10.1007/s13157-019-01134-1
10.5194/gmd-15-4709-2022
10.1016/j.jenvman.2021.113090
10.1016/j.isprsjprs.2016.01.011
10.1007/s11273-019-09694-z
10.3389/fclim.2024.1334159
10.1016/j.scitotenv.2018.11.109
10.1111/cobi.12925
10.3390/rs12071086
10.1111/gcb.13689
10.7818/ECOS.1855
10.1002/hyp.13904
10.1007/s11027-023-10089-y
10.1111/gcb.13807
10.3390/rs70708655
10.1023/A:1010933404324
10.3390/rs6076472
10.1111/btp.12191
10.3390/rs15020499
10.3390/rs11040465
10.1016/j.catena.2014.10.010
10.3389/fpls.2023.1048609
10.1007/s11273-016-9482-2
10.1002/hyp.13446
10.1016/j.jhydrol.2019.03.050
10.3390/plants12040955
10.1007/s11027-022-10006-9
10.1016/j.rse.2012.10.031
10.1177/0959683614538073
10.1139/cjfr-2016-0192
10.1080/07038992.2019.1711366
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Peatlands
Disturbance
National map
Páramos
Remote sensing
Soil carbon
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References (bib53) 2014
Cooper, Kaczynski, Slayback, Yager (bib18) 2015; 47
Hofstede, Suárez Robalino, Mena-Vásconez, Calispa, Vásconez Paredes, Santamaría Freire, Samaniego Eguiguren, Mosquera, Ochoa-Sánchez, Pesántez Vallejo (bib30) 2023
(bib57) 2022
Hribljan, Hough, Lilleskov, Suarez, Heckman, Planas-Clarke, Chimner (bib34) 2024; 29
Correa, Ochoa‐Tocachi, Birkel, Ochoa‐Sánchez, Zogheib, Tovar, Buytaert (bib20) 2020; 34
Hribljan, Suarez, Bourgeau-Chavez, Endres, Lilleskov, Chimbolema, Wayson, Serocki, Chimner (bib33) 2017; 23
Castaño, Franco-Vidal (bib62) 2003
(bib21) 2020
Planas Clarke, Chimner, Hribljan, Lilleskov, Fuentealba Durand (bib47) 2020; 28
Roucoux, Lawson, Baker, Del Castillo Torres, Draper, Lahteenoja, Gilmore, Honorio Coronado, Kelly, Mitchard, Vriesendorp (bib50) 2017; 31
Bourgeau-Chavez, Endres, Battaglia, Miller, Banda, Laubach, Higman, Chow-Fraser, Marcaccio (bib7) 2015; 7
Suárez, Chimbolema, Jaramillo, Zurita-Arthos, Arellano, Chimner, Stanovick, Lilleskov (bib56) 2022; 27
Lidberg, Paul, Westphal, Richter, Lavesson, Melniks, Ivanovs, Ciesielski, Leinonen, Ågren (bib39) 2023; 149
Galvis, Avella, Sosa, Marín, Galvis, Victoria, Trujillo (bib24) 2021
Melton, Chan, Millard, Fortier, Winton, Martín-López, Cadillo-Quiroz, Kidd, Verchot (bib43) 2022; 15
Mahdianpari, Salehi, Mohammadimanesh, Brisco, Homayouni, Gill, DeLancey, Bourgeau-Chavez (bib41) 2020; 46
Benavides-Duque, Hernández-Rodríguez (bib6) 2022
Chimner, Bourgeau-Chavez, Grelik, Hribljan, Clarke, Polk, Lilleskov, Fuentealba (bib15) 2019; 39
.
Phillips, Duque, Yepes, Cabrera, García, Navarrete, Álvarez, Cárdenas (bib46) 2011
Loisel, Yu, Beilman, Camill, Alm, Amesbury, Anderson, Andersson, Bochicchio, Barber (bib40) 2014; 24
Araujo-Carrillo (bib1) 2021
Bourgeau-Chavez, Endres, Graham, Hribljan, Chimner, Lillieskov, Battaglia (bib9) 2018; vol. 6
Forkuor, Conrad, Thiel, Ullmann, Zoungrana (bib23) 2014; 6
Castellanos, Gómez, Mayorga (bib13) 2021
Hribljan, Cooper, Sueltenfuss, Wolf, Heckman, Lilleskov, Chimner (bib31) 2015
Lazo, Mosquera, McDonnell, Crespo (bib37) 2019; 572
Cooper, Sueltenfuss, Oyague, Yager, Slayback, Caballero, Argollo, Mark (bib19) 2019; 33
Rangel-Ch (bib48) 2000
Spagnuolo, Jarvey, Battaglia, Laubach, Miller, Holekamp, Bourgeau-Chavez (bib55) 2020; 12
Sarmiento Pinzón, Cortés-Duque, Suárez Mejía (bib51) 2013
Galvis Hernández, Ungar Ronderos (bib25) 2021
Hribljan, Suárez, Heckman, Lilleskov, Chimner (bib32) 2016; 24
Xu, Morris, Liu, Holden (bib60) 2018; 160
Carless, Luscombe, Gatis, Anderson, Brazier (bib12) 2019; 34
Bourgeau-Chavez, Grelik, Battaglia, Leisman, Chimner, Hribljan, Lilleskov, Draper, Zutta, Hergoualc’h (bib10) 2021; 9
Sofan, Bruce, Jones, Marsden (bib52) 2019; 11
Gutiérrez-Díaz, Ordoñez-Delgado, Bolívar-Gamboa (bib28) 2020
Olofsson, Foody, Stehman, Woodcock (bib45) 2013; 129
(bib26) 2022
Congalton, Green (bib17) 2019
Breiman (bib11) 2001; 45
Robb, Pickard, Williamson, Fitch, Evans (bib49) 2023; 15
Villa, Mejía, Velásquez, Botero, Acosta, Marulanda, Osorno, Bohrer (bib59) 2019; 654
Bourgeau-Chavez, Endres, Powell, Battaglia, Benscoter, Turetsky, Kasischke, Banda (bib8) 2017; 47
Battaglia, Lafuente, Benavides, Lilleskov, Chimner, Bourgeau-Chavez, Skillings (bib2) 2024; 6
Jaramillo Villa, Flórez-Ayala, Cortés-Duque, Cadena-Marín, Estupiñán-Suárez, Rojas, Peláez, Aponte (bib35) 2016; vol. I
Cataño Díaz, Uribe Meléndez, Campos Salazar (bib14) 2014
Martínez-Amigo, Benavides-Duque, Hernández-Rodríguez (bib42) 2022
Belgiu, Drăguţ (bib3) 2016; 114
Congreso de Colombia, 2018. Ley 1930 de 2018 - Por medio de la cual se dictan disposiciones para la gestión integral de los páramos en Colombia. Bogotá, Colombia: Diario Oficial No. 50.667 Retrieved from
Benavides (bib4) 2014; 15
Gumbricht, Roman-Cuesta, Verchot, Herold, Wittmann, Householder, Herold, Murdiyarso (bib27) 2017; 23
Urbina, Benavides (bib58) 2015; 47
Krause, McCullough, Kane, Kolka, Chimner, Lilleskov (bib36) 2021; 296
Flórez-Ayala, Estupiñán-Suárez, Rojas, Aponte, Quiñones, Acevedo, Vilardy Quiroga, Jaramillo Villa (bib22) 2016
Chimner, Resh, Hribljan, Battaglia, Bourgeau-Chavez, Bowser, Lilleskov (bib16) 2023; 14
(bib54) 2015
Benavides, Vitt, Cooper (bib5) 2023; 12
Mosquera, Lazo, Célleri, Wilcox, Crespo (bib44) 2015; 125
Congalton (10.1016/j.jenvman.2025.124915_bib17) 2019
Gutiérrez-Díaz (10.1016/j.jenvman.2025.124915_bib28) 2020
Hribljan (10.1016/j.jenvman.2025.124915_bib31) 2015
Planas Clarke (10.1016/j.jenvman.2025.124915_bib47) 2020; 28
(10.1016/j.jenvman.2025.124915_bib54) 2015
Suárez (10.1016/j.jenvman.2025.124915_bib56) 2022; 27
Castaño (10.1016/j.jenvman.2025.124915_bib62) 2003
Forkuor (10.1016/j.jenvman.2025.124915_bib23) 2014; 6
Roucoux (10.1016/j.jenvman.2025.124915_bib50) 2017; 31
Martínez-Amigo (10.1016/j.jenvman.2025.124915_bib42) 2022
Jaramillo Villa (10.1016/j.jenvman.2025.124915_bib35) 2016; vol. I
Villa (10.1016/j.jenvman.2025.124915_bib59) 2019; 654
Hribljan (10.1016/j.jenvman.2025.124915_bib33) 2017; 23
Olofsson (10.1016/j.jenvman.2025.124915_bib45) 2013; 129
Gumbricht (10.1016/j.jenvman.2025.124915_bib27) 2017; 23
Cataño Díaz (10.1016/j.jenvman.2025.124915_bib14) 2014
Benavides (10.1016/j.jenvman.2025.124915_bib4) 2014; 15
Lidberg (10.1016/j.jenvman.2025.124915_bib39) 2023; 149
Cooper (10.1016/j.jenvman.2025.124915_bib19) 2019; 33
Hofstede (10.1016/j.jenvman.2025.124915_bib30) 2023
(10.1016/j.jenvman.2025.124915_bib53) 2014
Phillips (10.1016/j.jenvman.2025.124915_bib46) 2011
Lazo (10.1016/j.jenvman.2025.124915_bib37) 2019; 572
Hribljan (10.1016/j.jenvman.2025.124915_bib34) 2024; 29
Castellanos (10.1016/j.jenvman.2025.124915_bib13) 2021
Galvis (10.1016/j.jenvman.2025.124915_bib24) 2021
Melton (10.1016/j.jenvman.2025.124915_bib43) 2022; 15
Loisel (10.1016/j.jenvman.2025.124915_bib40) 2014; 24
Sofan (10.1016/j.jenvman.2025.124915_bib52) 2019; 11
Bourgeau-Chavez (10.1016/j.jenvman.2025.124915_bib8) 2017; 47
10.1016/j.jenvman.2025.124915_bib61
Breiman (10.1016/j.jenvman.2025.124915_bib11) 2001; 45
Robb (10.1016/j.jenvman.2025.124915_bib49) 2023; 15
(10.1016/j.jenvman.2025.124915_bib21) 2020
Rangel-Ch (10.1016/j.jenvman.2025.124915_bib48) 2000
Bourgeau-Chavez (10.1016/j.jenvman.2025.124915_bib9) 2018; vol. 6
Spagnuolo (10.1016/j.jenvman.2025.124915_bib55) 2020; 12
Benavides (10.1016/j.jenvman.2025.124915_bib5) 2023; 12
Urbina (10.1016/j.jenvman.2025.124915_bib58) 2015; 47
Flórez-Ayala (10.1016/j.jenvman.2025.124915_bib22)
Chimner (10.1016/j.jenvman.2025.124915_bib15) 2019; 39
Carless (10.1016/j.jenvman.2025.124915_bib12) 2019; 34
Battaglia (10.1016/j.jenvman.2025.124915_bib2) 2024; 6
Mosquera (10.1016/j.jenvman.2025.124915_bib44) 2015; 125
Bourgeau-Chavez (10.1016/j.jenvman.2025.124915_bib10) 2021; 9
Benavides-Duque (10.1016/j.jenvman.2025.124915_bib6) 2022
Hribljan (10.1016/j.jenvman.2025.124915_bib32) 2016; 24
Belgiu (10.1016/j.jenvman.2025.124915_bib3) 2016; 114
Bourgeau-Chavez (10.1016/j.jenvman.2025.124915_bib7) 2015; 7
Correa (10.1016/j.jenvman.2025.124915_bib20) 2020; 34
Chimner (10.1016/j.jenvman.2025.124915_bib16) 2023; 14
Mahdianpari (10.1016/j.jenvman.2025.124915_bib41) 2020; 46
Krause (10.1016/j.jenvman.2025.124915_bib36) 2021; 296
Cooper (10.1016/j.jenvman.2025.124915_bib18) 2015; 47
(10.1016/j.jenvman.2025.124915_bib57) 2022
Araujo-Carrillo (10.1016/j.jenvman.2025.124915_bib1)
Galvis Hernández (10.1016/j.jenvman.2025.124915_bib25) 2021
Xu (10.1016/j.jenvman.2025.124915_bib60) 2018; 160
Sarmiento Pinzón (10.1016/j.jenvman.2025.124915_bib51) 2013
References_xml – volume: 296
  year: 2021
  ident: bib36
  article-title: Impacts of historical ditching on peat volume and carbon in northern Minnesota USA peatlands
  publication-title: J. Environ. Manag.
– volume: 23
  start-page: 5412
  year: 2017
  end-page: 5425
  ident: bib33
  article-title: Multidate, multisensor remote sensing reveals high density of carbon-rich mountain peatlands in the paramo of Ecuador
  publication-title: Glob. Change Biol.
– start-page: 1
  year: 2000
  end-page: 23
  ident: bib48
  article-title: La región paramuna y franja aledaña en Colombia
  publication-title: Colombia diversidad biótica III: La región de vida paramuna
– volume: 12
  start-page: 1086
  year: 2020
  ident: bib55
  article-title: Mapping Kenyan grassland heights across Large spatial scales with combined optical and radar satellite imagery
  publication-title: Remote Sens.
– volume: 149
  year: 2023
  ident: bib39
  article-title: Mapping drainage ditches in forested landscapes using deep learning and aerial laser scanning
  publication-title: J. Irrigat. Drain. Eng.
– volume: 572
  start-page: 805
  year: 2019
  end-page: 819
  ident: bib37
  article-title: The role of vegetation, soils, and precipitation on water storage and hydrological services in Andean Páramo catchments
  publication-title: J. Hydrol.
– year: 2021
  ident: bib25
  article-title: Páramos Colombia: Biodiversidad Y Gestión
– volume: 34
  start-page: 1329
  year: 2019
  end-page: 1345
  ident: bib12
  article-title: Mapping landscape-scale peatland degradation using airborne lidar and multispectral data
  publication-title: Landsc. Ecol.
– year: 2023
  ident: bib30
  article-title: Los páramos del Ecuador: Pasado, presente y futuro
– volume: 14
  year: 2023
  ident: bib16
  article-title: Mountain wetland soil carbon stocks of Huascarán National Park, Peru
  publication-title: Front. Plant Sci.
– volume: 6
  start-page: 6472
  year: 2014
  end-page: 6499
  ident: bib23
  article-title: Integration of optical and synthetic aperture radar imagery for improving crop mapping in Northwestern Benin, west Africa
  publication-title: Remote Sens.
– volume: 31
  start-page: 1283
  year: 2017
  end-page: 1292
  ident: bib50
  article-title: Threats to intact tropical peatlands and opportunities for their conservation
  publication-title: Conserv. Biol.
– volume: 6
  year: 2024
  ident: bib2
  article-title: Using remote sensing to map degraded mountain peatlands with high climate mitigation potential in Colombia's Central Cordillera
  publication-title: Front. Clim.
– year: 2021
  ident: bib24
  article-title: Claves para la gestión local del páramo
– start-page: 68
  year: 2011
  ident: bib46
  article-title: Estimación de las reservas actuales (2010) de carbono almacenadas en la biomasa aérea en bosques naturales de Colombia. Estratificación, alometría y métodos análiticos
– volume: 114
  start-page: 24
  year: 2016
  end-page: 31
  ident: bib3
  article-title: Random forest in remote sensing: a review of applications and future directions
  publication-title: ISPRS J. Photogrammetry Remote Sens.
– year: 2020
  ident: bib28
  article-title: Estimation of organic carbon in páramo ecosystem soils in Colombia
  publication-title: Ecosistemas
– volume: 125
  start-page: 120
  year: 2015
  end-page: 128
  ident: bib44
  article-title: Runoff from tropical alpine grasslands increases with areal extent of wetlands
  publication-title: Catena
– volume: 15
  year: 2014
  ident: bib4
  article-title: The effect of drainage on organic matter accumulation and plant communities of high-altitude peatlands in the Colombian tropical Andes
  publication-title: Mires Peat
– year: 2014
  ident: bib53
  article-title: Soil survey field and laboratory methods manual
  publication-title: Soil Survey Investigations Report No. 51, Version 2.0. R. Burt and Soil Survey Staff
– volume: 9
  year: 2021
  ident: bib10
  article-title: Advances in Amazonian peatland discrimination with multi-temporal PALSAR refines estimates of peatland distribution, c stocks and deforestation
  publication-title: Front. Earth Sci.
– start-page: 372
  year: 2015
  ident: bib54
  article-title: Illustrated guide to soil taxonomy
  publication-title: US Department of Agriculture, Natural Resources Conservation Service, National Soil Survey Center: Lincoln, NE, USA
– volume: 15
  start-page: 4709
  year: 2022
  end-page: 4738
  ident: bib43
  article-title: A map of global peatland extent created using machine learning (Peat-ML)
  publication-title: Geosci. Model Dev. (GMD)
– volume: 47
  start-page: 143
  year: 2015
  end-page: 151
  ident: bib58
  article-title: Simulated small scale disturbances increase decomposition rates and facilitates invasive species encroachment in a high elevation tropical Andean peatland
  publication-title: Biotropica
– year: 2021
  ident: bib13
  article-title: Mapa nacional de coberturas de la tierra, escala 1:100.000, periodo 2018. Metodología Corine Land Cover adaptada para Colombia
  publication-title: Memoria Técnica Y Resultados
– volume: 39
  start-page: 1057
  year: 2019
  end-page: 1067
  ident: bib15
  article-title: Mapping mountain peatlands and wet meadows using multi-date, multi-sensor remote sensing in the Cordillera Blanca, Peru
  publication-title: Wetlands
– reference: Congreso de Colombia, 2018. Ley 1930 de 2018 - Por medio de la cual se dictan disposiciones para la gestión integral de los páramos en Colombia. Bogotá, Colombia: Diario Oficial No. 50.667 Retrieved from
– volume: 7
  start-page: 8655
  year: 2015
  end-page: 8682
  ident: bib7
  article-title: Development of a bi-national Great Lakes coastal wetland and land use map using three-season PALSAR and Landsat imagery
  publication-title: Remote Sens.
– volume: 34
  start-page: 4609
  year: 2020
  end-page: 4627
  ident: bib20
  article-title: A concerted research effort to advance the hydrological understanding of tropical páramos
  publication-title: Hydrol. Process.
– year: 2016
  ident: bib22
  article-title: Identificación espacial de los sistemas de humedales continentales de Colombia
– year: 2014
  ident: bib14
  article-title: Diversidad hepáticas Y musgos en Turberas del nevado del tolima, Colombia
  publication-title: Caldasia
– volume: 12
  start-page: 955
  year: 2023
  ident: bib5
  article-title: The high-elevation peatlands of the northern Andes, Colombia
  publication-title: Plants
– volume: vol. I
  year: 2016
  ident: bib35
  publication-title: Colombia anfibia. Un país de humedales
– volume: 24
  start-page: 113
  year: 2016
  end-page: 127
  ident: bib32
  article-title: Peatland carbon stocks and accumulation rates in the Ecuadorian páramo
  publication-title: Wetl. Ecol. Manag.
– volume: 15
  start-page: 499
  year: 2023
  ident: bib49
  article-title: Peat drainage ditch mapping from aerial imagery using a convolutional neural network
  publication-title: Remote Sens.
– volume: 33
  start-page: 1913
  year: 2019
  end-page: 1925
  ident: bib19
  article-title: Drivers of peatland water table dynamics in the central Andes, Bolivia and Peru
  publication-title: Hydrol. Process.
– year: 2020
  ident: bib21
  article-title: INFORME TÉCNICO CARACTERIZACIÓN POBLACIONAL ÁREAS DE PÁRAMO A PARTIR DE LOS RESULTADOS DEL CENSO NACIONAL DE POBLACIÓN Y VIVIENDA CNPV 2018
– volume: 28
  start-page: 51
  year: 2020
  end-page: 69
  ident: bib47
  article-title: The effect of water table levels and short-term ditch restoration on mountain peatland carbon cycling in the Cordillera Blanca, Peru
  publication-title: Wetl. Ecol. Manag.
– year: 2019
  ident: bib17
  article-title: Assessing the Accuracy of Remotely Sensed Data: Principles and Practices
– volume: vol. 6
  start-page: 24
  year: 2018
  end-page: 44
  ident: bib9
  article-title: Mapping peatlands in boreal and tropical ecoregions
  publication-title: Comprehensive Remote Sensing
– year: 2022
  ident: bib6
  article-title: Páramos, humedales y bosques altoandinos. Experiencias de restauración para la mitigación del cambio climático en la alta montaña colombiana
– start-page: 84
  year: 2022
  end-page: 99
  ident: bib42
  article-title: Restauración de humedales altoandinos: implementación de diseños para la mitigación del cambio climático
  publication-title: Páramos, humedales y bosques altoandinos. Experiencias de restauración para la mitigación del cambio climático en la alta montaña colombiana
– volume: 47
  start-page: 505
  year: 2015
  end-page: 510
  ident: bib18
  article-title: Growth and organic carbon production in peatlands dominated by Distichia muscoides, Bolivia, South America
  publication-title: Arctic Antarct. Alpine Res.
– year: 2021
  ident: bib1
  article-title: Colombia: soil organic carbon sequestration, potential national map national report
– volume: 23
  year: 2017
  ident: bib27
  article-title: An expert system model for mapping tropical wetlands and peatlands reveals South America as the largest contributor
  publication-title: Glob. Change Biol.
– volume: 129
  start-page: 122
  year: 2013
  end-page: 131
  ident: bib45
  article-title: Making better use of accuracy data in land change studies: estimating accuracy and area and quantifying uncertainty using stratified estimation
  publication-title: Rem. Sens. Environ.
– year: 2022
  ident: bib57
  article-title: Global Peatlands Assessment – the State of the World's Peatlands: evidence for action toward the conservation, restoration, and sustainable management of peatlands
  publication-title: Main Report. Global Peatlands Initiative
– start-page: 39
  year: 2003
  end-page: 85
  ident: bib62
  article-title: Colombia
  publication-title: Los páramos del mundo: Proyecto Atlas Mundial de los Páramos
– volume: 11
  start-page: 465
  year: 2019
  ident: bib52
  article-title: Detection and validation of tropical peatland flaming and smouldering using Landsat-8 SWIR and TIRS bands
  publication-title: Remote Sens.
– volume: 47
  start-page: 545
  year: 2017
  end-page: 559
  ident: bib8
  article-title: Mapping boreal peatland ecosystem types from multitemporal radar and optical satellite imagery
  publication-title: Can. J. For. Res.
– volume: 45
  start-page: 5
  year: 2001
  end-page: 32
  ident: bib11
  article-title: Random forests
  publication-title: Mach. Learn.
– volume: 29
  start-page: 1
  year: 2024
  ident: bib34
  article-title: Elevation and temperature are strong predictors of long-term carbon accumulation across tropical Andean mountain peatlands
  publication-title: Mitig. Adapt. Strategies Glob. Change
– volume: 654
  start-page: 651
  year: 2019
  end-page: 661
  ident: bib59
  article-title: Carbon sequestration and methane emissions along a microtopographic gradient in a tropical Andean peatland
  publication-title: Sci. Total Environ.
– volume: 27
  start-page: 30
  year: 2022
  ident: bib56
  article-title: Challenges and opportunities for restoration of high-elevation Andean peatlands in Ecuador
  publication-title: Mitig. Adapt. Strategies Glob. Change
– year: 2015
  ident: bib31
  article-title: Carbon Storage and Long-Term Rate of Accumulation in High-Altitude Andean Peatlands of Bolivia
– reference: .
– volume: 46
  start-page: 15
  year: 2020
  end-page: 33
  ident: bib41
  article-title: Big data for a big country: the first generation of Canadian wetland inventory map at a spatial resolution of 10-m using Sentinel-1 and Sentinel-2 data on the Google Earth Engine cloud computing platform
  publication-title: Can. J. Rem. Sens.
– volume: 160
  start-page: 134
  year: 2018
  end-page: 140
  ident: bib60
  article-title: PEATMAP: refining estimates of global peatland distribution based on a meta-analysis
  publication-title: Catena
– year: 2022
  ident: bib26
  article-title: Global peatland map 2.0. Underlying dataset of the UNEP global peatland assessment - the state of the world's peatlands: evidence for action toward the conservation, restoration, and sustainable management of peatlands, global peatlands initiative, united nations environment programme, nairobi
– volume: 24
  start-page: 1028
  year: 2014
  end-page: 1042
  ident: bib40
  article-title: A database and synthesis of northern peatland soil properties and Holocene carbon and nitrogen accumulation
  publication-title: Holocene
– year: 2013
  ident: bib51
  article-title: Aportes a la conservación estratégica de los páramos de Colombia: actualización de la cartografía de los complejos de páramo a escala 1: 100.000
– volume: 9
  year: 2021
  ident: 10.1016/j.jenvman.2025.124915_bib10
  article-title: Advances in Amazonian peatland discrimination with multi-temporal PALSAR refines estimates of peatland distribution, c stocks and deforestation
  publication-title: Front. Earth Sci.
  doi: 10.3389/feart.2021.676748
– volume: 160
  start-page: 134
  year: 2018
  ident: 10.1016/j.jenvman.2025.124915_bib60
  article-title: PEATMAP: refining estimates of global peatland distribution based on a meta-analysis
  publication-title: Catena
  doi: 10.1016/j.catena.2017.09.010
– volume: 47
  start-page: 505
  issue: 3
  year: 2015
  ident: 10.1016/j.jenvman.2025.124915_bib18
  article-title: Growth and organic carbon production in peatlands dominated by Distichia muscoides, Bolivia, South America
  publication-title: Arctic Antarct. Alpine Res.
  doi: 10.1657/AAAR0014-060
– volume: 34
  start-page: 1329
  year: 2019
  ident: 10.1016/j.jenvman.2025.124915_bib12
  article-title: Mapping landscape-scale peatland degradation using airborne lidar and multispectral data
  publication-title: Landsc. Ecol.
  doi: 10.1007/s10980-019-00844-5
– volume: 149
  issue: 3
  year: 2023
  ident: 10.1016/j.jenvman.2025.124915_bib39
  article-title: Mapping drainage ditches in forested landscapes using deep learning and aerial laser scanning
  publication-title: J. Irrigat. Drain. Eng.
  doi: 10.1061/JIDEDH.IRENG-9796
– year: 2022
  ident: 10.1016/j.jenvman.2025.124915_bib6
– year: 2021
  ident: 10.1016/j.jenvman.2025.124915_bib25
– volume: 39
  start-page: 1057
  issue: 5
  year: 2019
  ident: 10.1016/j.jenvman.2025.124915_bib15
  article-title: Mapping mountain peatlands and wet meadows using multi-date, multi-sensor remote sensing in the Cordillera Blanca, Peru
  publication-title: Wetlands
  doi: 10.1007/s13157-019-01134-1
– ident: 10.1016/j.jenvman.2025.124915_bib61
– volume: 15
  start-page: 4709
  issue: 12
  year: 2022
  ident: 10.1016/j.jenvman.2025.124915_bib43
  article-title: A map of global peatland extent created using machine learning (Peat-ML)
  publication-title: Geosci. Model Dev. (GMD)
  doi: 10.5194/gmd-15-4709-2022
– volume: 296
  year: 2021
  ident: 10.1016/j.jenvman.2025.124915_bib36
  article-title: Impacts of historical ditching on peat volume and carbon in northern Minnesota USA peatlands
  publication-title: J. Environ. Manag.
  doi: 10.1016/j.jenvman.2021.113090
– start-page: 39
  year: 2003
  ident: 10.1016/j.jenvman.2025.124915_bib62
  article-title: Colombia
– volume: 114
  start-page: 24
  year: 2016
  ident: 10.1016/j.jenvman.2025.124915_bib3
  article-title: Random forest in remote sensing: a review of applications and future directions
  publication-title: ISPRS J. Photogrammetry Remote Sens.
  doi: 10.1016/j.isprsjprs.2016.01.011
– ident: 10.1016/j.jenvman.2025.124915_bib22
– year: 2015
  ident: 10.1016/j.jenvman.2025.124915_bib31
– year: 2019
  ident: 10.1016/j.jenvman.2025.124915_bib17
– volume: 28
  start-page: 51
  year: 2020
  ident: 10.1016/j.jenvman.2025.124915_bib47
  article-title: The effect of water table levels and short-term ditch restoration on mountain peatland carbon cycling in the Cordillera Blanca, Peru
  publication-title: Wetl. Ecol. Manag.
  doi: 10.1007/s11273-019-09694-z
– year: 2020
  ident: 10.1016/j.jenvman.2025.124915_bib21
– volume: 6
  year: 2024
  ident: 10.1016/j.jenvman.2025.124915_bib2
  article-title: Using remote sensing to map degraded mountain peatlands with high climate mitigation potential in Colombia's Central Cordillera
  publication-title: Front. Clim.
  doi: 10.3389/fclim.2024.1334159
– volume: 654
  start-page: 651
  year: 2019
  ident: 10.1016/j.jenvman.2025.124915_bib59
  article-title: Carbon sequestration and methane emissions along a microtopographic gradient in a tropical Andean peatland
  publication-title: Sci. Total Environ.
  doi: 10.1016/j.scitotenv.2018.11.109
– volume: 31
  start-page: 1283
  issue: 6
  year: 2017
  ident: 10.1016/j.jenvman.2025.124915_bib50
  article-title: Threats to intact tropical peatlands and opportunities for their conservation
  publication-title: Conserv. Biol.
  doi: 10.1111/cobi.12925
– volume: 12
  start-page: 1086
  issue: 7
  year: 2020
  ident: 10.1016/j.jenvman.2025.124915_bib55
  article-title: Mapping Kenyan grassland heights across Large spatial scales with combined optical and radar satellite imagery
  publication-title: Remote Sens.
  doi: 10.3390/rs12071086
– ident: 10.1016/j.jenvman.2025.124915_bib1
– volume: 23
  year: 2017
  ident: 10.1016/j.jenvman.2025.124915_bib27
  article-title: An expert system model for mapping tropical wetlands and peatlands reveals South America as the largest contributor
  publication-title: Glob. Change Biol.
  doi: 10.1111/gcb.13689
– year: 2020
  ident: 10.1016/j.jenvman.2025.124915_bib28
  article-title: Estimation of organic carbon in páramo ecosystem soils in Colombia
  publication-title: Ecosistemas
  doi: 10.7818/ECOS.1855
– volume: 34
  start-page: 4609
  issue: 24
  year: 2020
  ident: 10.1016/j.jenvman.2025.124915_bib20
  article-title: A concerted research effort to advance the hydrological understanding of tropical páramos
  publication-title: Hydrol. Process.
  doi: 10.1002/hyp.13904
– volume: 29
  start-page: 1
  issue: 1
  year: 2024
  ident: 10.1016/j.jenvman.2025.124915_bib34
  article-title: Elevation and temperature are strong predictors of long-term carbon accumulation across tropical Andean mountain peatlands
  publication-title: Mitig. Adapt. Strategies Glob. Change
  doi: 10.1007/s11027-023-10089-y
– year: 2022
  ident: 10.1016/j.jenvman.2025.124915_bib57
  article-title: Global Peatlands Assessment – the State of the World's Peatlands: evidence for action toward the conservation, restoration, and sustainable management of peatlands
  publication-title: Main Report. Global Peatlands Initiative
– volume: 23
  start-page: 5412
  issue: 12
  year: 2017
  ident: 10.1016/j.jenvman.2025.124915_bib33
  article-title: Multidate, multisensor remote sensing reveals high density of carbon-rich mountain peatlands in the paramo of Ecuador
  publication-title: Glob. Change Biol.
  doi: 10.1111/gcb.13807
– volume: 7
  start-page: 8655
  issue: 7
  year: 2015
  ident: 10.1016/j.jenvman.2025.124915_bib7
  article-title: Development of a bi-national Great Lakes coastal wetland and land use map using three-season PALSAR and Landsat imagery
  publication-title: Remote Sens.
  doi: 10.3390/rs70708655
– year: 2014
  ident: 10.1016/j.jenvman.2025.124915_bib14
  article-title: Diversidad hepáticas Y musgos en Turberas del nevado del tolima, Colombia
  publication-title: Caldasia
– start-page: 1
  year: 2000
  ident: 10.1016/j.jenvman.2025.124915_bib48
  article-title: La región paramuna y franja aledaña en Colombia
– volume: 45
  start-page: 5
  year: 2001
  ident: 10.1016/j.jenvman.2025.124915_bib11
  article-title: Random forests
  publication-title: Mach. Learn.
  doi: 10.1023/A:1010933404324
– volume: 6
  start-page: 6472
  issue: 7
  year: 2014
  ident: 10.1016/j.jenvman.2025.124915_bib23
  article-title: Integration of optical and synthetic aperture radar imagery for improving crop mapping in Northwestern Benin, west Africa
  publication-title: Remote Sens.
  doi: 10.3390/rs6076472
– volume: 47
  start-page: 143
  issue: 2
  year: 2015
  ident: 10.1016/j.jenvman.2025.124915_bib58
  article-title: Simulated small scale disturbances increase decomposition rates and facilitates invasive species encroachment in a high elevation tropical Andean peatland
  publication-title: Biotropica
  doi: 10.1111/btp.12191
– start-page: 68
  year: 2011
  ident: 10.1016/j.jenvman.2025.124915_bib46
– year: 2023
  ident: 10.1016/j.jenvman.2025.124915_bib30
– volume: 15
  start-page: 499
  issue: 2
  year: 2023
  ident: 10.1016/j.jenvman.2025.124915_bib49
  article-title: Peat drainage ditch mapping from aerial imagery using a convolutional neural network
  publication-title: Remote Sens.
  doi: 10.3390/rs15020499
– year: 2021
  ident: 10.1016/j.jenvman.2025.124915_bib24
– volume: 11
  start-page: 465
  issue: 4
  year: 2019
  ident: 10.1016/j.jenvman.2025.124915_bib52
  article-title: Detection and validation of tropical peatland flaming and smouldering using Landsat-8 SWIR and TIRS bands
  publication-title: Remote Sens.
  doi: 10.3390/rs11040465
– volume: 125
  start-page: 120
  year: 2015
  ident: 10.1016/j.jenvman.2025.124915_bib44
  article-title: Runoff from tropical alpine grasslands increases with areal extent of wetlands
  publication-title: Catena
  doi: 10.1016/j.catena.2014.10.010
– year: 2013
  ident: 10.1016/j.jenvman.2025.124915_bib51
– volume: 14
  year: 2023
  ident: 10.1016/j.jenvman.2025.124915_bib16
  article-title: Mountain wetland soil carbon stocks of Huascarán National Park, Peru
  publication-title: Front. Plant Sci.
  doi: 10.3389/fpls.2023.1048609
– volume: 24
  start-page: 113
  issue: 2
  year: 2016
  ident: 10.1016/j.jenvman.2025.124915_bib32
  article-title: Peatland carbon stocks and accumulation rates in the Ecuadorian páramo
  publication-title: Wetl. Ecol. Manag.
  doi: 10.1007/s11273-016-9482-2
– volume: 33
  start-page: 1913
  issue: 13
  year: 2019
  ident: 10.1016/j.jenvman.2025.124915_bib19
  article-title: Drivers of peatland water table dynamics in the central Andes, Bolivia and Peru
  publication-title: Hydrol. Process.
  doi: 10.1002/hyp.13446
– volume: 572
  start-page: 805
  year: 2019
  ident: 10.1016/j.jenvman.2025.124915_bib37
  article-title: The role of vegetation, soils, and precipitation on water storage and hydrological services in Andean Páramo catchments
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2019.03.050
– volume: 12
  start-page: 955
  issue: 4
  year: 2023
  ident: 10.1016/j.jenvman.2025.124915_bib5
  article-title: The high-elevation peatlands of the northern Andes, Colombia
  publication-title: Plants
  doi: 10.3390/plants12040955
– volume: 27
  start-page: 30
  issue: 4
  year: 2022
  ident: 10.1016/j.jenvman.2025.124915_bib56
  article-title: Challenges and opportunities for restoration of high-elevation Andean peatlands in Ecuador
  publication-title: Mitig. Adapt. Strategies Glob. Change
  doi: 10.1007/s11027-022-10006-9
– volume: 129
  start-page: 122
  year: 2013
  ident: 10.1016/j.jenvman.2025.124915_bib45
  article-title: Making better use of accuracy data in land change studies: estimating accuracy and area and quantifying uncertainty using stratified estimation
  publication-title: Rem. Sens. Environ.
  doi: 10.1016/j.rse.2012.10.031
– volume: 24
  start-page: 1028
  issue: 9
  year: 2014
  ident: 10.1016/j.jenvman.2025.124915_bib40
  article-title: A database and synthesis of northern peatland soil properties and Holocene carbon and nitrogen accumulation
  publication-title: Holocene
  doi: 10.1177/0959683614538073
– year: 2021
  ident: 10.1016/j.jenvman.2025.124915_bib13
  article-title: Mapa nacional de coberturas de la tierra, escala 1:100.000, periodo 2018. Metodología Corine Land Cover adaptada para Colombia
– year: 2014
  ident: 10.1016/j.jenvman.2025.124915_bib53
  article-title: Soil survey field and laboratory methods manual
– volume: 47
  start-page: 545
  issue: 4
  year: 2017
  ident: 10.1016/j.jenvman.2025.124915_bib8
  article-title: Mapping boreal peatland ecosystem types from multitemporal radar and optical satellite imagery
  publication-title: Can. J. For. Res.
  doi: 10.1139/cjfr-2016-0192
– volume: 15
  year: 2014
  ident: 10.1016/j.jenvman.2025.124915_bib4
  article-title: The effect of drainage on organic matter accumulation and plant communities of high-altitude peatlands in the Colombian tropical Andes
  publication-title: Mires Peat
– volume: vol. I
  year: 2016
  ident: 10.1016/j.jenvman.2025.124915_bib35
– volume: 46
  start-page: 15
  issue: 1
  year: 2020
  ident: 10.1016/j.jenvman.2025.124915_bib41
  article-title: Big data for a big country: the first generation of Canadian wetland inventory map at a spatial resolution of 10-m using Sentinel-1 and Sentinel-2 data on the Google Earth Engine cloud computing platform
  publication-title: Can. J. Rem. Sens.
  doi: 10.1080/07038992.2019.1711366
– volume: vol. 6
  start-page: 24
  year: 2018
  ident: 10.1016/j.jenvman.2025.124915_bib9
  article-title: Mapping peatlands in boreal and tropical ecoregions
– start-page: 84
  year: 2022
  ident: 10.1016/j.jenvman.2025.124915_bib42
  article-title: Restauración de humedales altoandinos: implementación de diseños para la mitigación del cambio climático
– start-page: 372
  year: 2015
  ident: 10.1016/j.jenvman.2025.124915_bib54
  article-title: Illustrated guide to soil taxonomy
  publication-title: US Department of Agriculture, Natural Resources Conservation Service, National Soil Survey Center: Lincoln, NE, USA
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Snippet High mountain peatlands in Colombia play a crucial role in water regulation, store significant carbon, and yet remain poorly studied and threatened. The lack...
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SubjectTerms Andes
bulk density
Carbon
carbon sinks
climate
Colombia
Conservation of Natural Resources
Disturbance
drainage
Ecosystem
ecosystem management
environmental management
greenhouse gases
livestock
National map
pastures
Peatlands
Páramos
Remote sensing
soil
Soil - chemistry
Soil carbon
topography
Wetlands
Title Mapping the distribution and condition of mountain peatlands in Colombia for sustainable ecosystem management
URI https://dx.doi.org/10.1016/j.jenvman.2025.124915
https://www.ncbi.nlm.nih.gov/pubmed/40081032
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https://www.proquest.com/docview/3206189926
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