Intensified drought and vegetation-specific responses in the Tianshan Mountains, Central Asia
2026
Wang, Huaijun, Chen, Yaning, Ren, Liang, Li, Zhi, Feng, Ru, Ren, Zhiguo, Li, Yuanqiao, Yang, Yaxue, Pan, Yingping
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Interannual variations in terrestrial carbon uptake are dominated by temperature and the vapor pressure deficit rather than water availability
2026
Jiang, Dong, Yu, Zhe, Wang, Jianhua, Hao, Mengmeng, Zhang, Xingxing, Yan, Xiaoxi, Liu, Jinglei, Li, Zhaoxing, Liu, Zhaofei
Land Use/Land Cover Classification , Gross Primary Production (gpp), Vegetation Cover, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Primary Production
Local and remote drivers of increased variability in extreme wildfire
2026
Kim, Kiwook, Lee, Myong-In, Lee, Seungseok, Choi, Nakbin, Jin, Fei-Fei, Min, Seung-Ki, Kam, Jonghun
Land Use/Land Cover Classification
MACH: A Multi-Attribute Catchment Hydrometeorological dataset
2026
Sink, Katharine, Brikowski, Tom
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Machine learning reveals hidden bias in ERA5 cloud heights over Earth's third pole
2026
Zhao, W., Wang, Y. N., Pan, Y. B., Pan, L. J., Bi, Y. H., Wu, X., Tian, Y. F., Qiu, Y. H., Wang, T. Q., Lu, D. R.
Cloud Types, Cloud Properties, Cloud Liquid Water/Ice, Land Use/Land Cover Classification
Machine learning technique for net ecosystem exchange of carbon dioxide simulation and assessment: a regional analysis of Japanese islands
2026
Gorbarenko, Artem, Gorbarenko, Elizaveta, Mikhailov, Dmitry, Vlasov, Alexander, Saeed, Muhammad
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity
Key Driving Factors of Ecosystem Resilience Under Drought Stress in the Dongjiang River Basin, China
2026
Huang, Qiang, Luo, Xiaoshan, Ouyang, Liao, Yuan, Shuyun, Li, Peng
Land Use/Land Cover Classification
L. Duncanson a,* PM Montesano b,c,A. Neuenschwander d, A.
2026
Duncanson, L., Montesano, P.M., Neuenschwander, A., Zarringhalam, A., Thomas, N., Minor, D.M., Wulder, M.A., White, J.C., Guenther, E., Feng, T., Leitold, V., Hancock, S., Armston, J., Puliti, S., Mandel, A.I., Shah, S., Silva, C., Purslow, M., Bruening, J., Breidenbach, J., Nsset, E., Saarela, S., Hunka, N., Kellner, J.R., Healey, S.P., Schepaschenko, D., Wallerman, J., Neigh, C.S.R., Carvalhais, N., Dubayah, R.
Land Use/Land Cover Classification , Reflectance , Biomass, Terrestrial Ecosystems , LIDAR WAVEFORM, Evergreen Vegetation, Shrubland/Scrub, Grasslands, Forests, Canopy Characteristics, Deciduous Vegetation
Impacts of LULC changes on hydrometeorological variables in forested, deforested, and transitional regions of southeastern Australia
2026
Moghim, Sanaz, Tavakoli, Nazanin
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Impacts of orography and urbanization on extreme precipitation event in Beijing during 2023
2026
Cui, Haobo, Yu, Hongyong, Zuo, Xingshuo, Wu, Guocan
Land Use/Land Cover Classification
Identifying Surface Degeneracies in Single-Visit Reflected Light Observations of Modern Earth using the Habitable Worlds Observatory
2026
Zelakiewicz, Aiden S., Mullens, Elijah, Kaltenegger, Lisa, Savransky, Dmitry
Land Use/Land Cover Classification
Impact of projected climate and socioeconomic scenarios on state-wise annual dengue incidence in India using ensemble models
2026
Sam, Avik Kumar, Bhowmick, Ipsita Pal, Phuleria, Harish C.
Land Use/Land Cover Classification
Mapping crop types in smallholder mono- and intercropping systems with multi-sensor data in regions with multiple growing cycles
2026
Akinyemi, Felicia O., Rufin, Philippe, Ibrahim, Esther Shupel, Hostert, Patrick, Ogunsumi, Lucia O., Egbetokun, Olugbenga A., Ifejika Speranza, Chinwe
Land Use/Land Cover Classification
Mapping four decades of change: Deep learning and Google Earth Engine
2026
Tahmi, Sadiq, Rui, Xiaoping, Guechi, Imen, Hannache, Faris, Wang, Xuege, Chebika, Housseyn
Land Use/Land Cover Classification
Mapping the global development likelihood of wastewater treatment plants using a novel positive-unlabeled deep neural network
2026
Li, Wenkai, Liu, Hongliang, Li, Mingxuan
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Mechanistic dichotomy in permafrost thaw between Alaska and the Qinghai-Tibet Plateau
2026
Li, Guanji, Zhang, Mingyi, Pei, Wansheng, Bai, Ruiqiang, Zhou, Yanqiao, Wang, Jiwei, Yang, Xiaoman
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Spatial Mapping of Cropland Soil Load Bearing Capacity in Northeastern Bangladesh: A Multi-Feature-based Prediction using Machine Learning-Remote Sensing Fusion
2026
Niloy, Sabyasachi, Rahman, Mohd Saifur, Izlal, Saif, Ruhad, Fahim Mahafuz, Chanda, Aniruddha, Saha, Ajoy Kumar, Hossain, Md. Altaf
Land Use/Land Cover Classification
Spatio-temporal Assessment of Soil Erosion in Assam using RUSLEGIS and Climate Change Projections under RCP 4.5
2026
Kumar, Ujjwal, Yadav, Maneesh, Jakhwal, Preeti, Sonawane, Deepti, Sharma, Vijay Kumar, Arunachalam, Ayyandar
Land Use/Land Cover Classification
Spatio-temporal changes of biomass carbon stocks in China's mixed forests: G. Wu et al.
2026
Wu, Gaoyang, Yu, Zhen, Zhou, Feng, Han, Wangya, Zhou, Guoyi, Liu, Shirong
Vegetation Index , Landscape Patterns, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Spatiotemporal contributions of trends and interannual fluctuations in soil moisture and their associations with GPP in global rangelands
2026
Gao, Xinran, Si, Qiang, Xiao, Jianhua, Li, Yang
Land Use/Land Cover Classification
Spatiotemporal Patterns of Vegetation Greenness Dynamics Across India (2001-2023): A Harmonic Analysis of MODIS NDVI Time Series
2026
Shah, Satyam
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Spatiotemporal trends of land surface temperature and surface urban heat
2026
Mirza, Shahid, Bhawar, Rohini Lakshman, Patil, Sunil R.
Land Use/Land Cover Classification
Spectral albedo, vegetation greenness, and radiative forcing responses
2026
Li, Shaopeng, Trigo, Isabel Franco, Xiao, Xiongxin, Wunderle, Stefan
Land Use/Land Cover Classification
PeatDepth-ML: a global map of peat depth predicted using machine learning
2026
Skye, Jade, Melton, Joe R., Goldblatt, Colin, Gallego-Sala, Angela, Garneau, Michelle, Winton, Scott
Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Normalized Difference Vegetation Index (NDVI), Vegetation Index , Brightness Temperature, Surface Soil Moisture
Regionalized determinants of dryland forest gross primary productivity
2026
Li, Xuan, Dong, Xiaoxue, He, Xiao, Chen, Ning, Zhao, Changming
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity, Precipitation , Rain , Precipitation Amount, Precipitation Rate , Snow