Related references
Note: Only part of the references are listed.Assessment of 24 soil moisture datasets using a new in situ network in the Shandian River Basin of China
Jingyao Zheng et al.
REMOTE SENSING OF ENVIRONMENT (2022)
A new SMAP soil moisture and vegetation optical depth product (SMAP-IB): Algorithm, assessment and inter-comparison
Xiaojun Li et al.
REMOTE SENSING OF ENVIRONMENT (2022)
Identifying relative strengths of SMAP, SMOS-IC, and ASCAT to capture temporal variability
Runze Zhang et al.
REMOTE SENSING OF ENVIRONMENT (2021)
Soil moisture-atmosphere feedbacks mitigate declining water availability in drylands
Sha Zhou et al.
NATURE CLIMATE CHANGE (2021)
Reappraisal of SMAP inversion algorithms for soil moisture and vegetation optical depth
Lun Gao et al.
REMOTE SENSING OF ENVIRONMENT (2021)
Retrievals of soil moisture and vegetation optical depth using a multi-channel collaborative algorithm
Tianjie Zhao et al.
REMOTE SENSING OF ENVIRONMENT (2021)
An improved global remote-sensing-based surface soil moisture (RSSSM) dataset covering 2003-2018
Yongzhe Chen et al.
EARTH SYSTEM SCIENCE DATA (2021)
Evaluation of 18 satellite- and model-based soil moisture products using in situ measurements from 826 sensors
Hylke E. Beck et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2021)
Global Estimates of Land Surface Water Fluxes from SMOS and SMAP Satellite Soil Moisture Data
Morteza Sadeghi et al.
JOURNAL OF HYDROMETEOROLOGY (2020)
Microwave retrievals of soil moisture and vegetation optical depth with improved resolution using a combined constrained inversion algorithm: Application for SMAP satellite
Lun Gao et al.
REMOTE SENSING OF ENVIRONMENT (2020)
Compared performances of SMOS-IC soil moisture and vegetation optical depth retrievals based on Tau-Omega and Two-Stream microwave emission models
Xiaojun Li et al.
REMOTE SENSING OF ENVIRONMENT (2020)
Tropical forests did not recover from the strong 2015-2016 El Nino event
Jean-Pierre Wigneron et al.
SCIENCE ADVANCES (2020)
The ERA5 global reanalysis
Hans Hersbach et al.
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY (2020)
Improved SMAP Dual-Channel Algorithm for the Retrieval of Soil Moisture
Mario Julian Chaubell et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2020)
Validation practices for satellite soil moisture retrievals: What are (the) errors?
A. Gruber et al.
REMOTE SENSING OF ENVIRONMENT (2020)
Comparison of microwave remote sensing and land surface modeling for surface soil moisture climatology estimation
Jianzhi Dong et al.
REMOTE SENSING OF ENVIRONMENT (2020)
Global scale error assessments of soil moisture estimates from microwave-based active and passive satellites and land surface models over forest and mixed irrigated/dryland agriculture regions
Hyunglok Kim et al.
REMOTE SENSING OF ENVIRONMENT (2020)
Partitioning of Historical Precipitation Into Evaporation and Runoff Based on Hydrologic Dynamics Identified With Recent SMAP Satellite Measurements
Ruzbeh Akbar et al.
WATER RESOURCES RESEARCH (2020)
A Spatially Constrained Multichannel Algorithm for Inversion of a First-Order Microwave Emission Model at L-Band
Lun Gao et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2020)
A temporal polarization ratio algorithm for calibration-free retrieval of soil moisture at L-band
Lun Gao et al.
REMOTE SENSING OF ENVIRONMENT (2020)
Hierarchical mapping of annual global land cover 2001 to present: The MODIS Collection 6 Land Cover product
Damien Sulla-Menashe et al.
REMOTE SENSING OF ENVIRONMENT (2019)
Assessment and inter-comparison of recently developed/reprocessed microwave satellite soil moisture products using ISMN ground-based measurements
A. Al-Yaari et al.
REMOTE SENSING OF ENVIRONMENT (2019)
Satellite surface soil moisture from SMAP, SMOS, AMSR2 and ESA CCI: A comprehensive assessment using global ground-based observations
Hongliang Ma et al.
REMOTE SENSING OF ENVIRONMENT (2019)
A physically constrained inversion for high-resolution passive microwave retrieval of soil moisture and vegetation water content in L-band
Ardeshir Ebtehaj et al.
REMOTE SENSING OF ENVIRONMENT (2019)
Satellite-observed pantropical carbon dynamics
Lei Fan et al.
NATURE PLANTS (2019)
Evaluation of land surface phenology from VIIRS data using time series of PhenoCam imagery
Xiaoyang Zhang et al.
AGRICULTURAL AND FOREST METEOROLOGY (2018)
Global-scale evaluation of SMAP, SMOS and ASCAT soil moisture products using triple collocation
Fan Chen et al.
REMOTE SENSING OF ENVIRONMENT (2018)
Estimating surface soil moisture from SMAP observations using a Neural Network technique
J. Kolassa et al.
REMOTE SENSING OF ENVIRONMENT (2018)
Generation and evaluation of the VIIRS land surface phenology product
Xiaoyang Zhang et al.
REMOTE SENSING OF ENVIRONMENT (2018)
Coupling of ecosystem-scale plant water storage and leaf phenology observed by satellite
Feng Tian et al.
NATURE ECOLOGY & EVOLUTION (2018)
Present and future Koppen-Geiger climate classification maps at 1-km resolution
Hylke E. Beck et al.
SCIENTIFIC DATA (2018)
Compensatory water effects link yearly global land CO2 sink changes to temperature
Martin Jung et al.
NATURE (2017)
An approach for global monitoring of surface water extent variations in reservoirs using MODIS data
Ankush Khandelwal et al.
REMOTE SENSING OF ENVIRONMENT (2017)
Evaluating soil moisture retrievals from ESA's SMOS and NASA's SMAP brightness temperature datasets
A. Al-Yaari et al.
REMOTE SENSING OF ENVIRONMENT (2017)
L-band vegetation optical depth and effective scattering albedo estimation from SMAP
Alexandra G. Konings et al.
REMOTE SENSING OF ENVIRONMENT (2017)
Modelling the passive microwave signature from land surfaces: A review of recent results and application to the L-band SMOS & SMAP soil moisture retrieval algorithms
J. -P. Wigneron et al.
REMOTE SENSING OF ENVIRONMENT (2017)
Reappraisal of the roughness effect parameterization schemes for L-band radiometry over bare soil
Bin Peng et al.
REMOTE SENSING OF ENVIRONMENT (2017)
SMOS-IC: An Alternative SMOS Soil Moisture and Vegetation Optical Depth Product
Roberto Fernandez-Moran et al.
REMOTE SENSING (2017)
SoilGrids250m: Global gridded soil information based on machine learning
Tomislav Hengl et al.
PLOS ONE (2017)
Four decades of microwave satellite soil moisture observations: Part 2. Product validation and inter-satellite comparisons
L. Karthikeyan et al.
ADVANCES IN WATER RESOURCES (2017)
Four decades of microwave satellite soil moisture observations: Part 1. A review of retrieval algorithms
L. Karthikeyan et al.
ADVANCES IN WATER RESOURCES (2017)
THE GLOBAL PRECIPITATION MEASUREMENT (GPM) MISSION FOR SCIENCE AND SOCIETY
Gail Skofronick-Jackson et al.
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY (2017)
Assessment of the SMAP Passive Soil Moisture Product
Steven K. Chan et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2016)
Vegetation optical depth and scattering albedo retrieval using time series of dual-polarized L-band radiometer observations
Alexandra G. Konings et al.
REMOTE SENSING OF ENVIRONMENT (2016)
How Many Parameters Can Be Maximally Estimated From a Set of Measurements?
Alexandra G. Konings et al.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2015)
Global Soil Moisture From the Aquarius/SAC-D Satellite: Description and Initial Assessment
Rajat Bindlish et al.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2015)
Soil Moisture Retrieval Using Neural Networks: Application to SMOS
Nemesio J. Rodriguez-Fernandez et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2015)
Deep learning in neural networks: An overview
Juergen Schmidhuber
NEURAL NETWORKS (2015)
How do trees die? A test of the hydraulic failure and carbon starvation hypotheses
Sanna Sevanto et al.
PLANT CELL AND ENVIRONMENT (2014)
Forecasting crop yield using remotely sensed vegetation indices and crop phenology metrics
Douglas K. Bolton et al.
AGRICULTURAL AND FOREST METEOROLOGY (2013)
Impact of a satellite-derived leaf area index monthly climatology in a global numerical weather prediction model
Souhail Boussetta et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2013)
Development and validation of observing-system simulation experiments at NASA's Global Modeling and Assimilation Office
Ronald M. Errico et al.
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY (2013)
Global Automated Quality Control of In Situ Soil Moisture Data from the International Soil Moisture Network
W. A. Dorigo et al.
VADOSE ZONE JOURNAL (2013)
Infiltration into soils: Conceptual approaches and solutions
Shmuel Assouline
WATER RESOURCES RESEARCH (2013)
Joint Polar Satellite System: The United States next generation civilian polar-orbiting environmental satellite system
Mitchell D. Goldberg et al.
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES (2013)
Land and cryosphere products from Suomi NPP VIIRS: Overview and status
Christopher O. Justice et al.
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES (2013)
UPSCALING SPARSE GROUND-BASED SOIL MOISTURE OBSERVATIONS FOR THE VALIDATION OF COARSE-RESOLUTION SATELLITE SOIL MOISTURE PRODUCTS
Wade T. Crow et al.
REVIEWS OF GEOPHYSICS (2012)
EASE-Grid 2.0: Incremental but Significant Improvements for Earth-Gridded Data Sets
Mary J. Brodzik et al.
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2012)
A bare ground evaporation revision in the ECMWF land-surface scheme: evaluation of its impact using ground soil moisture and satellite microwave data
C. Albergel et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2012)
Mechanisms Linking Drought, Hydraulics, Carbon Metabolism, and Vegetation Mortality
Nathan G. McDowell
PLANT PHYSIOLOGY (2011)
Estimation of prediction error by using K-fold cross-validation
Tadayoshi Fushiki
STATISTICS AND COMPUTING (2011)
The International Soil Moisture Network: a data hosting facility for global in situ soil moisture measurements
W. A. Dorigo et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2011)
Investigating soil moisture-climate interactions in a changing climate: A review
Sonia I. Seneviratne et al.
EARTH-SCIENCE REVIEWS (2010)
An Improved Snow Scheme for the ECMWF Land Surface Model: Description and Offline Validation
Emanuel Dutra et al.
JOURNAL OF HYDROMETEOROLOGY (2010)
Recent decline in the global land evapotranspiration trend due to limited moisture supply
Martin Jung et al.
NATURE (2010)
The SMOS Mission: New Tool for Monitoring Key Elements of the Global Water Cycle
Yann H. Kerr et al.
PROCEEDINGS OF THE IEEE (2010)
Advantages of a two band EVI calculated from solar and photosynthetically active radiation fluxes
Adrian V. Rocha et al.
AGRICULTURAL AND FOREST METEOROLOGY (2009)
Observations and Modeling of a Pine Forest Floor at L-Band
Jennifer P. Grant et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2009)
A Revised Hydrology for the ECMWF Model: Verification from Field Site to Terrestrial Water Storage and Impact in the Integrated Forecast System
Gianpaolo Balsamo et al.
JOURNAL OF HYDROMETEOROLOGY (2009)
Development of a two-band enhanced vegetation index without a blue band
Zhangyan Jiang et al.
REMOTE SENSING OF ENVIRONMENT (2008)
Field observations of soil moisture variability across scales
James S. Famiglietti et al.
WATER RESOURCES RESEARCH (2008)
L-band Microwave Emission of the Biosphere (L-MEB) Model:: Description and calibration against experimental data sets over crop fields
J.-P. Wigneron et al.
REMOTE SENSING OF ENVIRONMENT (2007)
Soil water characteristic estimates by texture and organic matter for hydrologic solutions
K. E. Saxton et al.
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL (2006)
Soil moisture and vegetation controls on evapotranspiration in a heterogeneous Mediterranean ecosystem on Sardinia, Italy
Matteo Detto et al.
WATER RESOURCES RESEARCH (2006)
Amazon rainforests green-up with sunlight in dry season
AR Huete et al.
GEOPHYSICAL RESEARCH LETTERS (2006)
Improved monitoring of vegetation dynamics at very high latitudes: A new method using MODIS NDVI
PSA Beck et al.
REMOTE SENSING OF ENVIRONMENT (2006)
Very high resolution interpolated climate surfaces for global land areas
RJ Hijmans et al.
INTERNATIONAL JOURNAL OF CLIMATOLOGY (2005)
Analytical derivation of the vegetation optical depth from the microwave polarization difference index
AGCA Meesters et al.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2005)
N-parameter retrievals from L-band microwave observations acquired over a variety of crop fields
M Pardé et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2004)
Global land cover mapping from MODIS: algorithms and early results
MA Friedl et al.
REMOTE SENSING OF ENVIRONMENT (2002)
A methodology for surface soil moisture and vegetation optical depth retrieval using the microwave polarization difference index
M Owe et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2001)