Accuracy and consistency of the machine learning models for predicting carbon stock in different carbon pools using satellite-based predictor variables
2025
Bera, Dipankar, Chatterjee, Nilanjana Das, Dhiman, Vivek, Ghosh, Subrata, Dinda, Santanu
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Achieving LDN target of India: challenges and pathways.
2025
Kumar, Gopal, Madhu, M., Mandal, D., Roy, T., Mandal, U., Parihar, K., Sikka, A. K.
Reflectance , Albedo , Anisotropy
A Terrestrial Ecosystem Carbon Sink Assessment Model Considering Forest
2025
Zhang, Mengyu, He, Honglin, Zhang, Li, Yu, Guirui, Ren, Xiaoli, Huang, Yuanyuan, Yuan, Wenping, Niu, Zhong'en
Land Use/Land Cover Classification , Photosynthesis, Primary Production, Vegetation Productivity, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
A trait-based model to describe plant community dynamics in managed
2025
Noler, Felix, Moulin, Thibault, Buzhdygan, Oksana, Tietjen, Britta, May, Felix
Land Use/Land Cover Classification
A unifying principle for global greenness patterns and trends
2025
Cai, Wenjia, Zhu, Ziqi, Harrison, Sandy P., Ryu, Youngryel, Wang, Han, Zhou, Boya, Prentice, Iain Colin
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover
A strategy to estimate daily shortwave downward radiation in rugged regions from a few satellite observations
2025
Xian, Yuyang, Wang, Tianxing, Du, Yihan, Yu, Pei, Letu, Husi
Albedo , Anisotropy
A Multi-Model Framework Based on Remote Sensing to Assess Land
2025
DAcunto, Federica, Dubovyk, Olena, Raghuvanshi, Nikhil, Marinello, Francesco, Iodice, Filippo, Pezzuolo, Andrea
Photosynthesis, Primary Production, Vegetation Productivity
A multi-sensor approach allows confident mapping of forest canopy fuel
2025
Aragoneses, Elena, Garcia, Mariano, Tang, Hao, Chuvieco, Emilio
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Photosynthesis, Primary Production, Vegetation Productivity, Plant Phenology, Lidar, Topography , Vegetation Height, Digital Elevation/Terrain Model (DEM) , LIDAR WAVEFORM
A multi-source remote sensing-based geocommunication tool for global flood monitoring and management
2025
Hamidi, Ebrahim, Peter, Brad G., Moftakhari, Hamed, Moradkhani, Hamid
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
A Multicomponent Collaborative Fossil Fuel Power Plants Detection
2025
Li, Ning, Jing, Min, Geng, Wanxuan, Dongye, Shengkun, Chen, Hui, Ji, Chen, Cheng, Liang
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
A modeling framework for control of nonpoint source pollution and evaluation of best management practices for identification of critical source areas
2025
Muhammetoglu, Ayse, Akdegirmen, Ozgun, Dugan, Secil Tuzun, Orhan, Pelin
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
A multi-layer perceptron approach for SIF retrieval in the O2-A
2025
Buffat, Jim, Pato, Miguel, Alonso, Kevin, Auer, Stefan, Carmona, Emiliano, Maier, Stefan, Muller, Rupert, Rademske, Patrick, Siegmann, Bastian, Rascher, Uwe, Scharr, Hanno
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
A Low-Fragmentation Global Vector Dataset for River and Lake
2025
Wang, Dinan, Li, Pengxiang, Chen, Zeqiang, Su, Weibo
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
A Machine Learning Algorithm to Convert Geostationary Satellite LST to Air Temperature Using In Situ Measurements: A Case Study in Rome and High-Resolution Spatio-Temporal UHI Analysis
2025
Cecilia, Andrea, Casasanta, Giampietro, Petenko, Igor, Argentini, Stefania
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A Merged CYGNSS Soil Moisture Product Using a Minimum Variance Estimator
2025
Hodges, Erik, Chew, Clara, Small, Eric E., Bai, Dinan, Al-Khaldi, Mohammad, Ouellette, Jeffrey D., Johnson, Joel T., Lei, Fangni, Kurum, Mehmet, Cafer Gurbuz, Ali, Senyurek, Volkan, Nabi, M. M., Xu, Xiaolan, Shah, Rashmi, Yueh, Simon H., Hayashi, Akiko, Setti, Paulo T., Tabibi, Sajad, Santi, Emanuele, Pettinato, Simone, Ruf, Christopher S., Moghaddam, Mahta
Land Use/Land Cover Classification
A global urban tree leaf area index dataset for urban climate modeling
2025
Dong, Wenzong, Yuan, Hua, Lin, Wanyi, Liu, Zhuo, Xiang, Jiayi, Wei, Zhongwang, Li, Lu, Li, Qingliang, Dai, Yongjiu
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
A dataset of annual surface water extent in the Xijiang River Basin from 1986 to 2023
2025
YAO, Deke, JIA, Guoqiang, QIU, Yubao
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A dataset of daily cloud-free remote sensing indices for the cryosphere in High Mountain Asia (20002023)
2025
SUN, Xingliang, SHI, Kaidan, HU, Zhimin, FENG, Min, GUO, Xuejun
Reflectance
A dataset of forest regrowth in globally key deforestation regions
2025
Zang, Jinlong, Qiu, Feng, Zhang, Yongguang, Shang, Rong, Liang, Yunjian
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height
A dataset of monthly NDVI at a 10-meter resolution for the Yangtze River Delta (20192023)
2025
LIU, Lemeng, LI, Yang, DAI, Ling
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A dataset on metal-related production activities and their socio-environmental impacts in Canada
2025
Pellan, Marin, Greffe, Titouan, Majeau-Bettez, Guillaume, de Bortoli, Anne
Land Use/Land Cover Classification
A decision support system for aiding watercourses classification
2025
Rodrigues, Murilo Brazzali, Reis, Jose Antonio Tosta dos, Mendonca, Antonio Sergio Ferreira
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
A Deep Learning Approach to Downscaling Microwave Land Surface
2025
Waring, Abigail Marie, Ghent, Darren, Moffat, David, Jimenez, Carlos, Remedios, John
Emissivity, Vegetation Index , Snow Cover , Emissivity, Vegetation Index , Snow Cover , Land Surface Temperature
A deep learning method for generating gap-free FAPAR time series from
2025
Zhang, Guodong, Yin, Gaofei, Zhao, Wei, Wang, Meilian, Verger, Aleixandre
Land Use/Land Cover Classification
A global daily seamless 9 km vegetation optical depth (VOD) product from 2010 to 2021
2025
Hu, Die, Wang, Yuan, Jing, Han, Yue, Linwei, Zhang, Qiang, Fan, Lei, Yuan, Qiangqiang, Shen, Huanfeng, Zhang, Liangpei
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification