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
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
Crop and irrigation types ground-truth dataset for Moroccan agricultural regions
2026
Ouassanouan, Youness, Elfarkh, Jamal, Grich, Said, Liblab, Abderrahman, Chehbouni, Abdelghani
Land Use/Land Cover Classification
Crossing the Threshold: Land Cover Change Triggers Hydrological Regime Shift in Brazil's Itaipu Hydropower Region
2026
Besnier, Jessica, Getirana, Augusto, Lakshmi, Venkataraman
Land Use/Land Cover Classification
Cumulative and lagged effects of climate factors on vegetation end of
2026
Wang, Jie, You, Jiangong, Yi, Mingxuan, Huo, Weiqi, Zhang, Dongming, Shen, Yonglin, Sui, Kelin
Land Use/Land Cover Classification
Declining Ecosystem Respiration Linked to Nitrogen Deposition: Insights From a 26-Year FLUXNET Record
2026
van der Molen, Michiel K., van de Sande, Marnix, Zandt, Michiel in 't, Saccomandi, Tori, Baartman, Sophie L., Zhao, Hong, de Arellano, Jordi VilaGuerau
Ecosystem Functions, Precipitation Amount, Radiative Flux, Maximum/Minimum Temperature, Terrestrial Ecosystems , Land Use/Land Cover Classification , Trace Gases/Trace Species , Soil Gas/Air
DeepProfile: An inverse fusion framework for root zone soil moisture
2026
Zhu, Liujun, Tan, Yi, Yuan, Shanshui, Jin, Junliang, Tang, Zhengyang, Walker, Jeffrey P.
Land Use/Land Cover Classification , Soil Temperature, Soil Moisture/Water Content
Defining and valuing reservoir ecosystem services: A unified framework and large-scale assessment of 400 representative Chinese reservoirs
2026
Ma, Haoyan, Xu, Lili, Li, Baolin, Wu, Jiabin, Chen, Na
Photosynthesis, Primary Production, Vegetation Productivity, Lakes/Reservoirs , Land Use/Land Cover
Deforestation-induced drying lowers Amazon climate threshold
2026
Wunderling, Nico, Sakschewski, Boris, Rockstrom, Johan, Flores, Bernardo M., Hirota, Marina, Staal, Arie
Deforestation, Land Use/Land Cover Classification
Derivation and evaluation of Landsat-derived annual aboveground biomass
2026
Liang, Wanwan, van Lier, Olivier, Friedl, Mark A., Randerson, James T., Rogers, Brendan M., Burrell, Arden, Hu, Kai-Ting, Tompalski, Piotr, Macander, Matthew J., Yang, Daryl, Morton, Douglas C., Bullock, Eric, Lu, Jiaming, Zhang, Yingtong, Zhu, Xiaoran, Wang, Jonathan A.
Biomass, Forests, Grasslands, Alpine/Tundra, Land Use/Land Cover Classification , Land Use Classes, Fire Occurrence, Reforestation, Burned Area
Assessing the spatial mismatch between staple grain production and consumption and its implications on systemic vulnerability of food security in Shanxi, China
2026
Li, Jing, Zhao, Haipeng, Song, Hongquan, Deng, Xiangzheng
Land Use/Land Cover Classification , Photosynthesis, Primary Production, Vegetation Productivity
Association Between Observed Climate Change and Cardiovascular Disease in the United States
2026
Yeager, R., Tuholske, C., Browning, M. H. E. M., Mattingly, C., Olmsted, S., Ossola, A., Locke, D. H.
Forest Yields, Land Resources, Land Use Classes
Asymmetric climatic responses to permanent glacier and snow cover reduction over the Tibetan Plateau
2026
BIAN, Zong-Zhen, CHEN, Shi-Hao, HAN, Xiao-Yu, MEN, Bao-Hui, WANG, Hong-Rui
Land Use/Land Cover Classification
Characterizing windows of opportunity for prescribed pile and broadcast burning in Northern California
2026
Worsnop, Rochelle P., Hoell, Andrew, Hatchett, Benjamin J., Chapman, Teresa B., Breeden, Melissa L., Tolby, Zach, Short, Karen C., Hobbins, Mike
Land Use/Land Cover Classification
Climate change rather than grazing dominates the declined resilience of Chinese grassland
2026
Liu, Huanhuan, Zhang, Yangjian, Zheng, Zhoutao, Zhao, Guang, Zhang, Yu, Liu, Li, Cong, Nan, Duan, Xiaoqing, Sun, Yihan
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Climate risks of global deployed solar photovoltaic systems
2026
Zhang, Deshuai, Ding, Ying, Ouyang, Zhuolin, Li, Yanjun, Baqais, Amal, Wang, Peng, Zhang, Haicheng
Land Use/Land Cover Classification
Climate-dominated, LUCC-enhanced waterecosystem responses in the humid temperate Tumen River basin
2026
Wang, Haiqing, Su, Mengqi, Qi, Peng, Li, Guangyin, Zou, Yuanchun
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Snow Water Equivalent , Runoff , Land Use/Land Cover Classification , Terrestrial Water Storage, Ground Water , Glacier Mass Balance/Ice Sheet Mass Balance
Climate-induced shifts and lengthening of growing seasons across Pakistan's major vegetation types
2026
Hanan, Muhammad Shah, Abbas, Sawaid
Land Use/Land Cover Classification
Beyond Flat Classifiers: Practical methodologies for regionally accurate and relevant land use and land cover classification using Landsat and Sentinel data
2026
Bansal, Chahat, Nandi, Ananjan, Ramachandran, Balakumaran, Dsouza, Craig, Mittal, Divyansh, Bajaj, Eashan, Kumar, Raman, Sachdeva, Sachit, Vishnubhatla, Saketh, Agarwal, Vatsal, Seth, Aaditeshwar
Land Use/Land Cover Classification
Budyko scatter reveals interactions between wildfire, land cover change
2026
Corak, Nicholas K., Barros, Ana P., Lowman, Lauren E.L.
Land Use/Land Cover Classification