A Comparative Study of Different Dimensionality Reduction Algorithms for Hyperspectral Prediction of Salt Information in SalineAlkali Soils of Songnen Plain, China
2024
Li, Kai, Zhou, Haoyun, Ren, Jianhua, Liu, Xiaozhen, Zhang, Zhuopeng
Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content , Soil Horizons/Profile
A downscaling-and-fusion framework for generating spatio-temporally complete and fine resolution remotely sensed surface soil moisture
2024
Zhu, Zhongzheng, Bo, Yanchen, Sun, Tongtong, Zhang, Xiaoran, Sun, Mei, Shen, Aojie, Zhang, Yusha, Tang, Jia, Cao, Mengfan, Wang, Chenyu
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
A hierarchical, multisensor framework for peatland subclass and vegetation mapping throughout the Canadian boreal forest
2024
Pontone, Nicholas, Millard, Koreen, Thompson, Dan K., Guindon, Luc, Beaudoin, Andre
Dominant Species, Fire Occurrence, Soil Temperature, Burned Area, Soil Moisture/Water Content , Permafrost , Biomass, Vegetation Cover, Forests, Carbon , Terrain Elevation , Plant Characteristics, Vegetation Species, Soil Depth
A first evaluation of satellite soil moisture products over the Central-Western Tibetan Plateau using rain gauge observations
2024
Huang, Cheng, Zhao, Long, Chen, Yingying, Chen, Jinyan, Yang, Kun
Brightness Temperature, Surface Soil Moisture
A Copernicus-based evapotranspiration dataset at 100 m spatial
2024
Bartkowiak, Paulina, Ventura, Bartolomeo, Jacob, Alexander, Castelli, Mariapina
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)
A closer look into variables controlling hillslope deformations in the
2024
Sang, Hongwei, Chang, Ling, Xi, Chuanjie, Dahal, Ashok, Lombardo, Luigi, Van Westen, Cees J., Shi, Bin, Tanyas, Hakan
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
60-m Resolution Soil Moisture Estimation Based on a Multisensor Feedforward Neural Network Model
2024
Portal, Gerard, Vall-Llossera, Merce, Lopez-Martinez, Carlos, Camps, Adriano, Pablos, Miriam, Alonso-Gonzalez, Alberto, Jagdhuber, Thomas, Irawan, Amir Mustofa
Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
A moving target: trade-offs between maximizing carbon and minimizing
2024
Quetin, Gregory R., Anderegg, Leander D. L., Boving, Indra, Trugman, Anna T.
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 , Ground Water
A Machine Learning-Based High-Resolution Soil Moisture Mapping and SpatialTemporal Analysis: The mlhrsm Package
2024
Peng, Yuliang, Yang, Zhengwei, Zhang, Zhou, Huang, Jingyi
Surface Soil Moisture
A multiple-drought cascading framework based on causal inference
2024
Wu, Bohua, Quan, Quan, Yang, Hanbo, Yan, Denghua, Zhang, Han, Yin, Xin
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
A multi-sensor drought index for improved agricultural drought
2024
Ismail, Muhammad, Li, Yi, Niu, Ben, Ghaffar, Mubashir Ali, Saleem, Muhammad Amjad, Siddique, Kadambot H.M.
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
A global flash drought inventory based on soil moisture volatility
2024
Osman, Mahmoud, Zaitchik, Benjamin, Otkin, Jason, Anderson, Martha
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
A new method to improve precipitation estimates by blending multiple satellite/reanalysis-based precipitation products and considering observations and terrestrial water budget balance
2024
Luo, Zengliang, Zhang, Sihan, Shao, Quanxi, Wang, Lunche, Wang, Shaoqiang, Wang, Lizhe
Precipitation , Rain , Precipitation Amount, Precipitation Rate , Snow, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Air Temperature, Specific Humidity, Wind Speed , Snow Cover , Snow Depth
A novel AMSR2 retrieval algorithm for global C-band vegetation optical depth and soil moisture (AMSR2 IB): Parameters' calibration, evaluation and inter-comparison
2024
Wang, Mengjia, Ciais, Philippe, Frappart, Frederic, Tao, Shengli, Fan, Lei, Sun, Rui, Li, Xiaojun, Liu, Xiangzhuo, Wang, Huan, Wigneron, Jean-Pierre
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Soil Temperature, Soil Moisture/Water Content , Land Use/Land Cover Classification , Photosynthetically Active Radiation , Leaf Area Index (LAI) , Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Water Content, Skin Temperature
Application of GRACE-based satellite estimates in the assessment of flood potential: A case study of Gangetic-Brahmaputra basin, India
2024
Sen, Shoubhik, Nandi, Subimal, Biswas, Sujata
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
ASCAT2SMAP: Image-to-Image Translation to Obtain L-Band-Like Soil
2024
Lee, Jaese, Jung, Sihun, Im, Jungho
Soil Temperature, Soil Moisture/Water Content
Anthropogenic Exacerbation in Dry-Hot Probability and Consequential Record-Shattering Droughts in the Middle and Lower Reaches of the Yangtze River
2024
Feng, Shuyun, Gu, Xihui, Guan, Yansong, Wang, Quan J., Zheng, Yanhui, Wang, Lunche, Zhang, Xiang, Kong, Dongdong
Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content , Soil Horizons/Profile
Advancing streamflow prediction in data-scarce regions through
2024
Zhong, Liangjin, Lei, Huimin, Li, Zhiyuan, Jiang, Shijie
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
Aeolus lidar surface return (LSR) at 355 nm as a new Aeolus Level-2A product
2024
Labzovskii, Lev D., van Zadelhoff, Gerd-Jan, Donovan, David P., de Kloe, Jos, Tilstra, L. Gijsbert, Stoffelen, Ad, Josset, Damien, Stammes, Piet
Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content , Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content , Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow/Ice , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) , Albedo, Snow Depth , Snow Depth , Glacier Runoff, Glacier Runoff , Snow Cover
MERRA-2 tavgM_2d_lnd_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXLND) at GES DISC MERRA-2 tavgM_2d_glc_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Land Ice Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXGLC) at GES DISC
Analysis of Satellite Soil Moisture Data for Land Cover Ecological Monitoring in Ukraine
2024
Yailymov, Bohdan, Yailymova, Hanna, Pidgorodetska, Liudmyla, Kolos, Liudmyla, Fedorov, Oleh, Shelestov, Andrii
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
Analysis of short- and long-term controls on the variability of event-based runoff coefficient
2024
Xu, Tianle, Li, Pin-Ching, Merwade, Venkatesh
Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Evapotranspiration , Rain , Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content , Soil Temperature, Albedo , Land Surface Temperature , Snow Water Equivalent , Runoff
An aggregation framework to diagnose the compound hydroclimatic change of the Tibetan Plateau using multiple reanalysis data
2024
Liu, Di, Sun, Jiaqian, Yu, Zhongbo, Lu, Haishen, 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
A synthesized field survey database of vegetation and active-layer properties for the Alaskan tundra (19722020)
2024
Zhu, Xiaoran, Chen, Dong, Kogure, Maruko, Hoy, Elizabeth, Berner, Logan T., Breen, Amy L., Chatterjee, Abhishek, Davidson, Scott J., Frost, Gerald V., Hollingsworth, Teresa N., Iwahana, Go, Jandt, Randi R., Kade, Anja N., Loboda, Tatiana V., Macander, Matt J., Mack, Michelle, Miller, Charles E., Miller, Eric A., Natali, Susan M., Raynolds, Martha K., Rocha, Adrian V., Tsuyuzaki, Shiro, Tweedie, Craig E., Walker, Donald A., Williams, Mathew, Xu, Xin, Zhang, Yingtong, French, Nancy, Goetz, Scott
Soil Moisture/Water Content , Soil Chemistry, Soil Ph, Soil Depth, Terrestrial Ecosystems , Vegetation Index , Vegetation Cover, Vegetation Species, Soil Horizons/Profile, Biomass, Vegetation Index, Organic Matter, Soil Texture, Topographic Effects, Canopy Characteristics, Forest Composition/Vegetation Structure, Reflectance , Air Temperature, Terrain Elevation , Normalized Difference Vegetation Index (NDVI), Active Layer, Periglacial Processes, Pingo, Dew Point Temperature, Alpine/Tundra, Humidity , Fire Occurrence, Wind Speed , Wildfires , Soil Temperature, Wind Direction, Shrubland/Scrub, Soil Classification, Community Structure, Active Layer, Soil Temperature, Fire Ecology, Land Use/Land Cover Classification , Leaf Area Index (LAI), Soil Bulk Density, Forest Fire Science, Burned Area, LICHENS, Plant Succession, PLANTS, Leaf Area Index (LAI) , Soil Color, Freeze/Thaw , Freeze/Thaw , Permafrost , Soil Water Holding Capacity , Cation Exchange Capacity, Electrical Conductivity, Snow Cover , Snow Cover , Anthropogenic/Human Influenced Ecosystems , Land Use/Land Cover , Fire Disturbance
Arctic Vegetation Plots in NPS Arctic Network Parks, Alaska, 2002-2008 Arctic Vegetation Plots at Imnavait Creek, Alaska, 1984-1985 Arctic Vegetation Plots, Poplars, Arctic and Interior AK and YT, Canada, 2003-2005 ABoVE: Tundra Plant Functional Type Continuous-Cover, North Slope, Alaska, 2010-2015 Arctic Vegetation Plots from Pingo Communities, North Slope, Alaska, 1984-1986 Burned and Unburned Field Site Data, Noatak, Seward, and North Slope, AK, 2016-2018 Arctic Vegetation Plots ATLAS Project North Slope and Seward Peninsula, AK, 1998-2000 Field Data on Soils, Vegetation, and Fire History for Alaska Tundra Sites, 1972-2020 Arctic Vegetation Plots for IBP Tundra Biome, Barrow, Alaska, 1972-2010 Arctic Vegetation Plots for NGEE-Arctic at Barrow, Alaska, 2012 Arctic Vegetation Plots in Flux Tower Footprints, North Slope, Alaska, 2014 Arctic Vegetation Plots Legacy Project Barter Island and Point Barrow, Alaska, 1994 ABoVE: Landsat-derived Burn Scar dNBR across Alaska and Canada, 1985-2015 ABoVE: Vegetation Composition across Fire History Gradients on the Y-K Delta, Alaska Arctic Vegetation Plots, Prudhoe Bay ArcSEES Road Study, Lake Colleen, Alaska, 2014 ABoVE: Gridded 30-m Aboveground Biomass, Shrub Dominance, North Slope, AK, 2007-2016 Arctic Vegetation Plots at Toolik Lake, Alaska, 1989 Arctic Vegetation Plots in Willow Communities, North Slope, Alaska, 1997 Arctic Vegetation Plots at Atqasuk, Alaska, 1975, 2000, and 2010 Arctic Vegetation Plots at Oumalik, AK, 1983-1985 Arctic Vegetation Plots in Burned and Unburned Tundra, Alaska, 2011-2012 ABoVE: Soil Moisture and Active Layer Thickness in Alaska and NWT, Canada, 2008-2020 Arctic Vegetation Plots at Happy Valley, Alaska, 1994 Arctic Vegetation Plots at Frost Boil Sites, North Slope, Alaska, 2000-2006 ABoVE: Post-Fire and Unburned Field Site Data, Anaktuvuk River Fire Area, 2008-2017
A Theory of Maximum Entropy Production and Its Application to Microwave
2024
Wang, J., Cho, K., NegronJuarez, R. I., Colliander, A., Caravasi, E. C., Revilla, N. S.
Reflectance , Soil Moisture/Water Content , Soil Temperature, Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Brightness Temperature, Surface Soil Moisture
A sub-monthly timescale causality between snow cover and surface air temperature in the Northern Hemisphere inferred by LiangKleeman information flow analysis
2024
Takaya, Yuhei, Komatsu, Kensuke K., Ganeshi, Naresh Govind, Toyoda, Takahiro, Hasumi, Hiroyasu
Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties , Albedo , Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content , Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content , Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow/Ice , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) , Air Temperature, Precipitation Rate , 24 Hour Maximum Temperature, 24 Hour Minimum Temperature, Snow Cover
MERRA-2 tavgM_2d_rad_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXRAD) at GES DISC MERRA-2 tavg1_2d_lnd_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXLND) at GES DISC MERRA-2 statD_2d_slv_Nx: 2d,Daily,Aggregated Statistics,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2SDNXSLV) at GES DISC MODIS/Terra Snow Cover Monthly L3 Global 0.05Deg CMG V061