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Analyzing vegetation health dynamics across seasons and regions through NDVI and climatic variables

Abstract This study assesses the relationships between vegetation dynamics and climatic variations in Pakistan from 2000 to 2023. Employing high-resolution Landsat data for Normalized Difference Vegetation Index (NDVI) assessments, integrated with climate variables from CHIRPS and ERA5 datasets, our...

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Principais autores: Kaleem Mehmood, Shoaib Ahmad Anees, Sultan Muhammad, Khadim Hussain, Fahad Shahzad, Qijing Liu, Mohammad Javed Ansari, Sulaiman Ali Alharbi, Waseem Razzaq Khan
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Portfolio 2024-05-01
Colecção:Scientific Reports
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Acesso em linha:https://doi.org/10.1038/s41598-024-62464-7
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