Assessment of climatic influences on net primary productivity along elevation gradients in temperate ecoregions
Elevation gradients significantly influence net primary productivity (NPP), but the relationship between elevation, climate variables, and vegetation productivity remains underexplored, particularly in diverse ecological zones. This study quantifies the impact of elevation and climatic variables on...
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my.upm.eprints.1137532025-01-14T07:45:17Z http://psasir.upm.edu.my/id/eprint/113753/ Assessment of climatic influences on net primary productivity along elevation gradients in temperate ecoregions Mehmood, Kaleem Ahmad Anees, Shoaib Rehman, Akhtar Rehman, Nazir Ur Muhammad, Sultan Shahzad, Fahad Liu, Qijing Alharbi, Sulaiman Ali Alfarraj, Saleh Ansari, Mohammad Javed Khan, Waseem Razzaq Elevation gradients significantly influence net primary productivity (NPP), but the relationship between elevation, climate variables, and vegetation productivity remains underexplored, particularly in diverse ecological zones. This study quantifies the impact of elevation and climatic variables on NPP in northern Pakistan, hypothesizing that elevation modulates NPP through its influence on temperature and precipitation patterns. Using remote sensing data (MODIS ERA5) and advanced ecological models like the Eddy Covariance-Light Use Efficiency (EC-LUE) model and the Thornthwaite Memorial Model (TMM), we analyzed Gross Primary Productivity (GPP) dynamics across various vegetation types and elevations from 2001 to 2023. Our findings show a mean annual NPP of 323.46 g C m-2 a-1, with an annual increase of 5.73 g C m-2 a-1. Significant elevation-dependent variations were observed, especially in mid-elevation zones (401 to 1600 meters), where NPP increased at a rate of 0.174 g C m-2 a-1 per meter (R² = 0.808, p < 0.01). In contrast, higher elevations (2800-5200 meters) exhibited a decline in NPP, decreasing by -0.171 g C m-2 a-1 per meter (R² = 0.905, p < 0.001). Temperature and precipitation were key drivers, with precipitation positively correlating with NPP across all vegetation types, particularly in Evergreen Needleleaf and Broadleaf Trees. The EC-LUE model's GPP estimates closely matched MODIS data (R² = 0.82), demonstrating the model's reliability. These findings highlight the critical role of elevation and climatic factors in vegetation productivity and underscore the need for targeted ecological management and conservation strategies. The insights from this research are vital for global climate adaptation policies and sustainable development goals, contributing to ecological resilience and carbon sequestration efforts worldwide. © 2024 The Author(s) Elsevier 2024 Article PeerReviewed text en cc_by_4 http://psasir.upm.edu.my/id/eprint/113753/1/113753.pdf Mehmood, Kaleem and Ahmad Anees, Shoaib and Rehman, Akhtar and Rehman, Nazir Ur and Muhammad, Sultan and Shahzad, Fahad and Liu, Qijing and Alharbi, Sulaiman Ali and Alfarraj, Saleh and Ansari, Mohammad Javed and Khan, Waseem Razzaq (2024) Assessment of climatic influences on net primary productivity along elevation gradients in temperate ecoregions. Trees, Forests and People, 18. art. no. 100657. pp. 1-20. ISSN 2666-7193; eISSN: 2666-7193 https://linkinghub.elsevier.com/retrieve/pii/S266671932400164X 10.1016/j.tfp.2024.100657 |
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Elevation gradients significantly influence net primary productivity (NPP), but the relationship between elevation, climate variables, and vegetation productivity remains underexplored, particularly in diverse ecological zones. This study quantifies the impact of elevation and climatic variables on NPP in northern Pakistan, hypothesizing that elevation modulates NPP through its influence on temperature and precipitation patterns. Using remote sensing data (MODIS ERA5) and advanced ecological models like the Eddy Covariance-Light Use Efficiency (EC-LUE) model and the Thornthwaite Memorial Model (TMM), we analyzed Gross Primary Productivity (GPP) dynamics across various vegetation types and elevations from 2001 to 2023. Our findings show a mean annual NPP of 323.46 g C m-2 a-1, with an annual increase of 5.73 g C m-2 a-1. Significant elevation-dependent variations were observed, especially in mid-elevation zones (401 to 1600 meters), where NPP increased at a rate of 0.174 g C m-2 a-1 per meter (R² = 0.808, p < 0.01). In contrast, higher elevations (2800-5200 meters) exhibited a decline in NPP, decreasing by -0.171 g C m-2 a-1 per meter (R² = 0.905, p < 0.001). Temperature and precipitation were key drivers, with precipitation positively correlating with NPP across all vegetation types, particularly in Evergreen Needleleaf and Broadleaf Trees. The EC-LUE model's GPP estimates closely matched MODIS data (R² = 0.82), demonstrating the model's reliability. These findings highlight the critical role of elevation and climatic factors in vegetation productivity and underscore the need for targeted ecological management and conservation strategies. The insights from this research are vital for global climate adaptation policies and sustainable development goals, contributing to ecological resilience and carbon sequestration efforts worldwide. © 2024 The Author(s) |
format |
Article |
author |
Mehmood, Kaleem Ahmad Anees, Shoaib Rehman, Akhtar Rehman, Nazir Ur Muhammad, Sultan Shahzad, Fahad Liu, Qijing Alharbi, Sulaiman Ali Alfarraj, Saleh Ansari, Mohammad Javed Khan, Waseem Razzaq |
spellingShingle |
Mehmood, Kaleem Ahmad Anees, Shoaib Rehman, Akhtar Rehman, Nazir Ur Muhammad, Sultan Shahzad, Fahad Liu, Qijing Alharbi, Sulaiman Ali Alfarraj, Saleh Ansari, Mohammad Javed Khan, Waseem Razzaq Assessment of climatic influences on net primary productivity along elevation gradients in temperate ecoregions |
author_facet |
Mehmood, Kaleem Ahmad Anees, Shoaib Rehman, Akhtar Rehman, Nazir Ur Muhammad, Sultan Shahzad, Fahad Liu, Qijing Alharbi, Sulaiman Ali Alfarraj, Saleh Ansari, Mohammad Javed Khan, Waseem Razzaq |
author_sort |
Mehmood, Kaleem |
title |
Assessment of climatic influences on net primary productivity along elevation gradients in temperate ecoregions |
title_short |
Assessment of climatic influences on net primary productivity along elevation gradients in temperate ecoregions |
title_full |
Assessment of climatic influences on net primary productivity along elevation gradients in temperate ecoregions |
title_fullStr |
Assessment of climatic influences on net primary productivity along elevation gradients in temperate ecoregions |
title_full_unstemmed |
Assessment of climatic influences on net primary productivity along elevation gradients in temperate ecoregions |
title_sort |
assessment of climatic influences on net primary productivity along elevation gradients in temperate ecoregions |
publisher |
Elsevier |
publishDate |
2024 |
url |
http://psasir.upm.edu.my/id/eprint/113753/1/113753.pdf http://psasir.upm.edu.my/id/eprint/113753/ https://linkinghub.elsevier.com/retrieve/pii/S266671932400164X |
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13.23648 |