Basic Statistical Estimation Outperforms Machine Learning in Monthly Prediction of Seasonal Climatic Parameters
2021
Hussein, Eslam A., Ghaziasgar, Mehrdad, Thron, Christopher, Vaccari, Mattia, Bagula, Antoine
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
Centres of endemism in Borneo and their environmental correlates revealed by endemic plant genera
2021
Neo, Louise, Tan, Hugh T.W., Wong, K.M.
Carbon , Cation Exchange Capacity, Organic Matter
Carbon response of tundra ecosystems to advancing greenup and snowmelt in Alaska
2021
Kim, JiHyun, Kim, Yeonjoo, Zona, Donatella, Oechel, Walter, Park, Sang-Jong, Lee, Bang-Yong, Yi, Yonghong, Erb, Angela, Schaaf, Crystal L.
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Plant Phenology, Enhanced Vegetation Index (EVI), Methane, Soil Moisture/Water Content , Soil Depth, Incoming Solar Radiation, Soil Temperature, Snow Depth , Wind Speed , Atmospheric Carbon Dioxide, Rain, Humidity
Carbon and nitrogen isotope constraints on source and variation of particulate organic matter in high-latitude agricultural rivers, Northeast China
2021
Xu, Sen, Yue, Fu-Jun, Li, Si-Liang, Ding, Hu, Xu, Sheng, Lang, Yun-Chao, Liu, Cong-Qiang
Carbon , Cation Exchange Capacity, Organic Matter
Characteristics of droughts in Argentina's core crop region
2021
Sgroi, Leandro Carlos, Lovino, Miguel Angel, Berbery, Ernesto Hugo, Muller, Gabriela Viviana
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
Assessing and predicting soil carbon density in China using CMIP5 earth system models
2021
Qiu, Linjing, Yu, Mengzhen, Wu, Yiping, Yao, Yingying, Wang, Zhaosheng, Shi, Zhaoyang, Guan, Yinghui
Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content , Soil Horizons/Profile
Assessment of snow cover variability and its sensitivity to hydrometeorological factors in the Karakoram and Himalayan region
2021
Dharpure, Jaydeo K., Goswami, Ajanta, Patel, Akansha, Kulkarni, Anil V., Snehmani
Emissivity, Land Surface Temperature , 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 , Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, RADAR IMAGERY
Atmospheric Carbon and TransportAmerica (ACTAmerica) data sets: Description, management, and delivery
2021
Wei, Y., Shrestha, R., Pal, S., Gerken, T., Feng, S., McNelis, J., Singh, D., Thornton, M. M., Boyer, A. G., Shook, M. A., Chen, G., Baier, B. C., Barkley, Z. R., Barrick, J. D., Bennett, J. R., Browell, E. V., Campbell, J. F., Campbell, L. J., Choi, Y., Collins, J., Dobler, J., Eckl, M., Fiehn, A., Fried, A., Digangi, J. P., BartonGrimley, R., Halliday, H., Klausner, T., Kooi, S., Kostinek, J., Lauvaux, T., Lin, B., McGill, M. J., Meadows, B., Miles, N. L., Nehrir, A. R., Nowak, J. B., Obland, M., ODell, C., Fao, R. M. P., Richardson, S. J., Richter, D., Roiger, A., Sweeney, C., Walega, J., Weibring, P., Williams, C. A., Yang, M. M., Zhou, Y., Davis, K. J.
Primary Production, Ecosystems, Respiration Rate, Atmospheric Carbon Dioxide, Methane, Atmospheric Carbon Monoxide , Atmospheric Ozone, Carbon And Hydrocarbon Compounds, Cloud Top Height, Planetary Boundary Layer Height, Aerosol Backscatter, Nitrogen Compounds, Longwave Radiation, Shortwave Radiation, Air Temperature, Precipitation Amount, Agricultural Lands, Land Use/Land Cover Classification , Leaf Characteristics, Soil Chemistry, Soil Classification, Halocarbons And Halogens, Trace Gases/Trace Species , Water Vapor Mixing Ratio Profiles, Airspeed/Ground Speed, Altitude, Vertical Profiles, Attitude Characteristics, Flight Level Winds, Wind Speed , Dew Point Temperature, Wind Direction, Carbon , Weather Events, Flight Data Logs
ACT-America: Gridded Ensembles of Surface Biogenic Carbon Fluxes, 2003-2019 ACT-America: L2 In Situ Atmospheric CO2, CO, CH4, and O3 Concentrations, Eastern USA ACT-America: CPL-derived Atmospheric Boundary Layer Top Height, Eastern US, 2016-2018 NACP MsTMIP: Global and North American Driver Data for Multi-Model Intercomparison ACT-America: L2 In Situ Atmospheric Gas Concentrations from Flasks, Eastern USA ACT-America: Profile-based Planetary Boundary Layer Heights, Eastern USA ACT-America: L2 In Situ CO2, CO, and CH4 Concentrations from Towers, Eastern USA ACT-America: L1 Raw, Uncalibrated In-Situ CO2, CO, and CH4 Mole Fractions from Towers ACT-America: L1 Meteorological and Aircraft Navigational Data CMS: Modeled Net Ecosystem Exchange at 3-hourly Time Steps, 2004-2010 ACT-America Campaign Catalog ACT-America: L2 Remotely Sensed Column-average CO2 by Airborne Lidar, Eastern USA ACT-America: L3 Merged In Situ Atmospheric Trace Gases and Flask Data, Eastern USA
Assessment of groundwater recharge along the Guarani aquifer system outcrop zone in Sao Paulo State (Brazil): an important tool towards integrated management
2021
Santarosa, Lucas Vituri, Gastmans, Didier, Sitolini, Tatiana Penteado, Kirchheim, Roberto Eduardo, Betancur, Sebastian Balbin, de Oliveira, Marcelo E. Dias, Campos, Jose Claudio Viegas, Manzione, Rodrigo Lilla
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 , Precipitation , Precipitation Amount
Assessment of WRF-CHEM simulated dust using reanalysis, satellite data and ground-based Observations
2021
Rajeev, Akshay, Singh, Charu, Singh, Sanjeev Kumar, Chauhan, Prakash
Suspended Solids, Soil Classification, Soil Texture
Assimilating satellite-based soil moisture observations in a land surface model: The effect of spatial resolution
2021
Rouf, Tasnuva, Girotto, Manuela, Houser, Paul, Maggioni, Viviana
Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content
Assimilation of SMAP brightness temperature observations in the GEOS landatmosphere data assimilation system
2021
Reichle, Rolf H., Zhang, Sara Q., Liu, Qing, Draper, Clara S., Kolassa, Jana, Todling, Ricardo
Soil Moisture/Water Content , Soil Temperature
Asymmetry in Subseasonal Surface Air Temperature Forecast Error with Respect to Soil Moisture Initialization
2021
Koster, Randal D., DeAngelis, Anthony M., Schubert, Siegfried D., Molod, Andrea M.
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) , Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate , Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Atmospheric Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties , Albedo , Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Sea Surface Skin Temperature
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 tavg1_2d_flx_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXFLX) at GES DISC MERRA-2 tavg1_2d_rad_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXRAD) at GES DISC
Warm-season net CO2 uptake outweighs cold-season emissions over Alaskan
2021
Tao, Jing, Zhu, Qing, Riley, William J, Neumann, Rebecca B
Primary Production, Respiration Rate, Atmospheric Carbon Dioxide, Carbon , Soil Respiration, Permafrost
Warming menaces high-altitude Himalayan birch forests: Evidence from cambial phenology and wood anatomy
2021
Li, Xiaoxia, Rossi, Sergio, Sigdel, Shalik Ram, Dawadi, Binod, Liang, Eryuan
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
Validation and comparison of surface shortwave and longwave radiation products over the three poles
2021
Wang, Gaofeng, Wang, Tianxing, Xue, Huazhu
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, Surface Pressure, Heat Flux, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain, Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Reflectance , Anisotropy
Investigating and modelling ground settlement response to groundwater dynamic variation in parts of Lagos using space-based retrievals
2021
Ikuemonisan, Femi Emmanuel, Ozebo, Vitalis Chidi, Olatinsu, Olawale Babatunde
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
Investigating decadal changes of multiple hydrological products and land-cover changes in the Mediterranean Region for 20092018
2021
Li, Wenzhao, Perera, Sachi, Linstead, Erik, Thomas, Rejoice, El-Askary, Hesham, Piechota, Thomas, Struppa, Daniele
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 , Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Latent Heat Flux
L-Band Soil Moisture Retrievals Using Microwave Based Temperature and
2021
van der Schalie, Robin, van der Vliet, Mendy, Rodriguez-Fernandez, Nemesio, Dorigo, Wouter, Scanlon, Tracy, Preimesberger, Wolfgang, Madelon, Remi, de Jeu, Richard
Soil Temperature, Soil Moisture/Water Content
L-band vegetation optical depth as an indicator of plant water potential in a temperate deciduous forest stand
2021
Holtzman, Nataniel M., Anderegg, Leander D. L., Kraatz, Simon, Mavrovic, Alex, Sonnentag, Oliver, Pappas, Christoforos, Cosh, Michael H., Langlois, Alexandre, Lakhankar, Tarendra, Tesser, Derek, Steiner, Nicholas, Colliander, Andreas, Roy, Alexandre, Konings, Alexandra G.
Air Temperature, Brightness Temperature, Soil Temperature, Surface Soil Moisture, Vegetation Optical Depth, Vegetation Water Potential, Xylem Dielectric Permittivity
LamaH-CE: LArge-SaMple DAta for Hydrology and Environmental Sciences for Central Europe
2021
Klingler, Christoph, Schulz, Karsten, Herrnegger, Mathew
Land Use/Land Cover Classification , Reflectance , Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM) , Soil Depth, Sediments, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
JULES-CN: a coupled terrestrial carbonnitrogen scheme (JULES vn5. 1)
2021
Wiltshire, Andrew J., Burke, Eleanor J., Chadburn, Sarah E., Jones, Chris D., Cox, Peter M., Davies-Barnard, Taraka, Friedlingstein, Pierre, Harper, Anna B., Liddicoat, Spencer, Sitch, Stephen, Zaehle, Sonke
Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content , Soil Horizons/Profile
Global CO2 Consumption by Silicate Rock Chemical Weathering: Its Past and Future
2021
Zhang, Sirui, Bai, Xiaoyong, Zhao, Cuiwei, Tan, Qiu, Luo, Guangjie, Wang, Jinfeng, Li, Qin, Wu, Luhua, Chen, Fei, Li, Chaojun, Deng, Yuanhong, Yang, Yujie, Xi, Huipeng
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
Integrating InSAR and deep-learning for modeling and predicting subsidence over the adjacent area of Lake Urmia, Iran
2021
Radman, Ali, Akhoondzadeh, Mehdi, Hosseiny, Benyamin
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 , Total Surface Precipitation Rate, Reflectance
Integrated remote sensing and model approach for impact assessment of future climate change on the carbon budget of global forest ecosystems
2021
Zhao, Junfang, Xie, Hongfei, Ma, Jianyong, Wang, Kaili
Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content , Soil Horizons/Profile