Evaluating urban flood risk and retention potential using InVEST-UFRM: a case study from Gurugram, India
2026
Sehrawat, Simran, Shekhar, Sulochana
Runoff , Soil Texture
Comparison of multiple satellite-derived products for assessing
2026
Song, Jiaxin, Zhou, Decheng, Hao, Lu, Xiao, Jingfeng, Li, Xing, Zhang, Liangxia, Sun, Ge
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps, Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Productivity, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
Distribution, conservation, and indigenous knowledge of finger millet germplasm in different agroecologies in Uganda
2026
Adikini, Scovia, Kakeeto, Ronald, Senabulya, Steven, Adriko, John, Okinong, Daniel, Aita, Arnold Mindrea, Zaake, Eva, Ojulong, Henry Fred, Odeny, Damaris Achieng, Kasule, Faizo
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
Disentangling the impact of climate and ecological restoration measures on ecosystem service: A case study in Yimeng mountains
2026
Ding, Honghao, Leng, Song, Xin, Haoran, Zhu, Henghua, Sun, Ranhao
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Rain , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff , Terrestrial Ecosystems , Biomass, LIDAR WAVEFORM
Deriving groundwater storage anomalies based on GRACE data and drought prediction using deep learning
2026
Tian, Yunna, Hao, LangLang, Zhang, Qi, Yuan, Hui, Zhu, YongHua
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
Daily global transpiration estimation (2001-2018) by integrating
2026
Jin, Jiaxin, Dong, Linan, Gan, Guojing, Fan, Xingwang, Wang, Ying, Zhu, Qiuan, Doughty, Russell, Qin, Yuanwei, Yang, Guishan
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Land Use/Land Cover Classification
Deep learning-based aided spatial mapping of local scale hydrologic soil
2026
Faouzi, Elhousna, Arioua, Abdelkrim, Hssaisoune, Mohammed, Houmma, Ismaguil Hanade, Brahim, Yassine Ait, Ismail, Karaoui, Arshad, Arfan, Bouchaou, Lhoussaine
Runoff , Soil Texture
Flood-sensitive land take (FSL) analysis: A new way to read how urban
2026
Azadgar, Anahita, Benedini, Andrea, Salata, Stefano, Lacoere, Peter, Badach, Joanna, Nyka, Lucyna
Runoff , Soil Texture
Floods in 2025: Climate chronicles
2026
Getirana, Augusto, Collins, Elyssa, Alcantara, Enner, Balsamo, Gianpaolo, Bates, Paul, Dube, Timothy, Marengo, Jose Antonio, Oki, Taikan, Wasko, Conrad
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
High-Resolution Downscaling of GRACE-Derived Groundwater Storage Anomalies using Stacking Ensemble Machine Learning in the Data-Scarce Tropical Catchments
2026
Karunarathna, S., Dissanayake, B. C., Gunawardhana, L., Rajapakse, L.
Evapotranspiration , Latent Heat Flux, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
Holistic Assessment of India's Water Security using coupled Climate-Human Intervention Models
2026
Pathak, Shray, Jato-Espino, Daniel, Zevenbergen, Chris
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
How do international boundary river dynamics affect riparian land? Insights from the China-Russia Ussuri River
2026
Huang, Sijing, Lu, Shengquan, Wu, Bin, Zhang, Wenzhu
Runoff , Soil Texture
Enhancing water science in Earth's second lung: AI-generated centenary hydrological insights from two decades of satellite data in the Congo Basin
2026
Awange, Joseph, Wang, Jielong
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
Feasibility of pumped hydro energy storage in arid climate using GIS and
2026
Badi, Shima Hassan, Alamailes, Abubaker A., Maitieg, Abduladim, Talhey, Mohamed A.
Runoff , Soil Texture
Exploring the Seven Climate Zones of China: How Soil Moisture and Vapor Pressure Deficit Influence Vegetation Productivity
2026
Zhou, Yan, Meng, Changqing, Li, Yue, Fang, Qingqing
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, Land Surface Temperature , Snow Water Equivalent , Runoff
From grid to ground: how well do gridded products represent soil moisture dynamics in natural ecosystems during precipitation events?
2026
Nunez-Ibarra, Daniel A., Zambrano-Bigiarini, Mauricio, Galleguillos, Mauricio
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
Foliar litter cover enhances surface warming in global forest ecosystems
2026
Fu, Chenhao, Qin, Shujing, Cheng, Lei, Zhang, Lu
Land Surface Temperature , Emissivity, 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
Forcing of subannualtodecadal sea level variability and the recent rapid rise along the US Gulf Coast
2026
Delman, Andrew, Wang, Ou, Lee, Tong
Sea Surface Height , Sublimation, Surface Precipitation, Evaporation, Runoff Rate, Snow, Fresh Water Flux
Flood Hazard Assessment Under Subsidence-Influenced Terrain Using Deformation-Adjusted DEM in an Oil and Gas Field
2026
Al Sulaimani, Mohammed, Abdalla, Rifaat, El-Diasty, Mohammed, Al Abri, Amani, El-Ghali, Mohamed A. K., Tabook, Ahmed
Runoff , Soil Texture
Explainable AIBased Study of the Interactions between Remote Sensing and Ground-Truth Climate Variables and Lake Chad's Level Fluctuations
2026
Djimadoumngar, Kim-Ndor
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
Fusing ERA5-Land and SMAP L4 for an improved global soil moisture product (19502025)
2026
Wang, Wenhong, Feng, Shiao, Zhang, Yonggen, Wei, Zhongwang, Dong, Jianzhi, Weihermuller, Lutz, Liu, Cong-Qiang, Vereecken, Harry
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
GEMS-GER: a machine learning benchmark dataset of long-term groundwater levels in Germany with meteorological forcings and site-specific environmental ...
2026
Ohmer, Marc, Liesch, Tanja, Habbel, Bastian, Heudorfer, Benedikt, Gomez, Mariana, Clos, Patrick, Nolscher, Maximilian, Broda, Stefan
Runoff , Soil Texture
First mapping of subsurface soil temperature profiles by integrating
2026
Chen, Dabiao, Xue, Huazhu, Zhao, Tianjie, Xiong, Yuyang, Li, Ning, Zheng, Jingyao, Cao, Yipeng, Bai, Yu, Qu, Songbo, Yao, Ling, Liu, Tang, Wang, Chi, Zhang, Haojie, Yu, Pei, Hu, Lu, Husi, Letu, Jia, Li, Shi, Jiancheng
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
Evaluation of ERA5, FLDAS and AIRS temperature data in Central Java and Its utilization as a basis for climate-based policy
2026
Harmoko, Iis Widya, Zainuri, Muhammad, Wirasatriya, Anindya, Supari
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Rain , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff , Carbon Monoxide , Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Outgoing Longwave Radiation, Upper Air Temperature, Humidity , Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature
Comparative machine learning and deep learning approaches for
2026
Azizi, Mahan, Abbasi, Ali, Asli Charandabi, Mohammad Reza
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff , Reflectance , Emissivity