| A socio-hydrological system analysis to classify the state of water insecurity in the Awash River Basin, Ethiopia
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Gebrehiwot, S G, Birhanu, B, Legasse, A M, Tessema, B G, Breuer, L |
Soil Moisture/Water Content |
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| A satellite soil moistureand radar rainfallbased methodology for slope-scale seepagestability modelling of rainfall-induced landslides
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Jotisankasa, Apiniti, Mapiam, Punpim Puttaraksa, Methaprayun, Monton, Praphatsorn, Washirawat, Torsri, Kritanai, Supavetch, Soravis, Soralump, Suttisak, Linnebach, Jonathan, Bogaard, Thom |
Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture |
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| A Hybrid Physics-Guided Machine Learning for Soil Moisture Monitoring and Drought Assessment From CYGNSS in Complex Terrain
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Rhadiouini, Charafa El, Jin, Shuanggen, Yeboah, Emmanuel, Sarfo, Isaac, Okrah, Abraham |
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, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity |
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| A fused soil moisture product integrating linear fusion method and error characteristics approach
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Singh, Anuj, Dhanya, C.T., Saharia, M. |
Brightness Temperature, Microwave Imagery, Soil Moisture/Water Content, Vegetation Water Content, Surface Soil Moisture |
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| Heavy precipitation-induced Yangtze River runoff greatly regulates heterotrophic prokaryotes production and induces P-limited growth in the northern East China Sea
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Baek, Yong-Jae, Kim, Bomina, Youn, Seok-Hyun, Lee, Sang-Heon, Jang, Hyo-Keun, Han, Heejun, Ducklow, Hugh W., Kim, Sung-Han, Hyun, Jung-Ho |
Salinity, Surface Winds |
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| From near surface to root zone soil water losses: a new model validated
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Martini, Tommaso, Olivero, Aurora, Gentile, Alessio, Gisolo, Davide, Ferraris, Stefano |
Root Zone Soil Moisture, Surface Soil Moisture |
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| Forecasting Soil Moisture Dynamics from SMAP Observations via Signal Decomposition
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Dhinakaran, D., Vijayalakshmi, V., Palpandi, S., Rajesh, R., Selvaraj, D., Pavitra, A. Rehash Rushmi, Salah, Ahmad |
Brightness Temperature, Surface Soil Moisture |
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| Environmental drivers of bushfire warning categories: insights from official records, meteorology, and drought data in Western Australia
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Utamima, Amalia, Kanedi, Fidela Jovita, Sohel, Ferdous |
Root Zone Soil Moisture, Surface Soil Moisture |
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| Ensemble numerical simulation of permafrost thermal regimes over the Tibetan Plateau using the Flexible Permafrost Model: 19502023
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Sun, Wen, Cao, Bin |
Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Brightness Temperature, Surface Soil Moisture |
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| Characterization of uncertainty in ground-based validation of soil
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Zeng, Qicheng, Wu, Xiaodan, Wen, Jianguang, Yin, Gaofei, Lin, Xingwen, Li, Yukun, You, Dongqin, Xiao, Qing |
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, Brightness Temperature, Surface Soil Moisture |
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| Capturing Mesoscale and Submesoscale Ocean Fronts in the Gulf of Mexico
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Cruz, Ethan, Subrahmanyam, Bulusu |
Salinity |
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| Downscaling SMAP soil moisture using a hybrid machine-learning algorithm
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Singh, Abhilash, Niranjannaik, M., Gaurav, Kumar |
Brightness Temperature, Surface Soil Moisture |
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| Divergent Subtropical Forest Functional and Structural Responses to the
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Li, Baoni, Liu, Junguo, Wang, Dashan, Liu, Xiaoye, Liang, Shijing, Zhang, Shuyu, Gong, Guoqing, Zeng, Ling, Guo, Zhilin, Ye, Jianhuai, Wang, Chen, Zeng, Zhenzhong |
Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Surface Soil Moisture |
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| Cloudburst or hybrid phenomenon? Dissecting the Dharali flood disaster of 2025
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Vijayalekshmi, Gopika, Goel, N. K., Arora, Manohar, Sharma, M. L., Narayanan, R. Unni, Vishnoi, R. K. |
Root Zone Soil Moisture, Surface Soil Moisture |
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| Confidently uncertain: validating satellite ECV measurement uncertainty estimates
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Verhoelst, Tijl, Povey, Adam C., Gruber, Alexander, Bulgin, Claire E., Keppens, Arno, Compernolle, Steven, Lambert, Jean-Christopher |
Brightness Temperature, Surface Soil Moisture |
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| Surface Water Mapping and Flood Dynamics Monitoring Using CYGNSS and Deep Learning
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Perez, Roman Alarcia, Jr, Paulo T. Setti, Tabibi, Sajad |
Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture |
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| State-of-the-art hydrological datasets exhibit low water balance consistency globally
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Huang, Hao, Liu, Junguo, Chen, Aifang, Ruiz-Vasquez, Melissa, Orth, Rene |
Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Vegetation Index, Landscape Patterns, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Root Zone Soil Moisture, Surface Soil Moisture |
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| Physics-guided deep learning for geostationary satellite-based
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Fan, Chunquan, Zhang, Yiru, Chen, Rui, Zhang, Hongguo, Yin, Jianpeng, Li, Yanxi, He, Binbin, Quan, Xingwen |
Surface Soil Moisture |
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| PeatDepth-ML: a global map of peat depth predicted using machine learning
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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 |
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| Pathways of forward energy cascades in the northern Bay of Bengal
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Jagannathan, Arjun, Srinivasan, Kaushik, Damien, Pierre, Molemaker, M. Jeroen, Barkan, Roy, Patnaik, Nikhil, McWilliams, James C., Mathur, Manikandan, Sengupta, Debasis |
Surface Winds, Salinity |
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| Tracking water dynamics of a temperate forest under drought and nondrought conditions using active and passive microwave and optical remote sensing
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Hellwig, Florian M., Fluhrer, Anke, Dubois, Clemence, Schellenberg, Konstantin, Chaparro, David, Zehner, Markus, Klosterhalfen, Anne, Piles, Maria, Schmullius, Christiane, Kunstmann, Harald, Jagdhuber, Thomas |
Vegetation Water Content, Soil Moisture/Water Content, Skin Temperature, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Snow Grain Size, Snow Cover, Surface Soil Moisture |
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| Assessing rockbed performance in Deep Winter Greenhouses under varying design parameters and operating conditions
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Hoody, Jennifer M., Handeen, Daniel, Schweser, Greg, Wright, Natasha C. |
Root Zone Soil Moisture, Surface Soil Moisture |
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| Analyzing meteorological effects on crop yield and yield prediction through machine learning with different data partitioning approaches: A case study from Czech Republic
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Petrovic, Bojana, Paluba, Daniel, Nofrizal, Adenan Yandra, Kucera, Ales |
Root Zone Soil Moisture, Surface Soil Moisture |
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| An operational global L-band soil moisture and vegetation optical depth dataset from optimized 40 SMOS brightness temperatures for 20102024
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Xing, Zanpin, Li, Xiaojun, Frappart, Frederic, De Lannoy, Gabrielle, Jagdhuber, Thomas, Peng, Jian, Fan, Lei, Ma, Hongliang, Karthikeyan, Lanka, Liu, Xiangzhuo, Wang, Mengjia, Zhao, Lin, Liu, Yongqin, Wigneron, Jean-Pierre |
Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Brightness Temperature, Surface Soil Moisture |
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| Age-driven shifts in functional composition and diversity shape ecosystem service provision in agroforestry systems
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Barbosa, Anthony, Barbosa, Beatriz, Sousa, Tailane Silva, Fares, Ana Luisa Biondi Lima, do Espirito Santo Barbosa, Euciney, Ribeiro, Sabina Cerruto, Schmidt, Fernando Augusto, Teodoro, Grazielle Sales |
Root Zone Soil Moisture, Surface Soil Moisture |
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