Spatial Downscaling Methods of Soil Moisture Based on Multisource Remote Sensing Data and Its Application

A spatial downscaling approach for the SMAP passive surface soil moisture product using random forest regression

(2018) Wei Zhao et al.   JOURNAL OF HYDROLOGY

Spatial Downscaling of GPM Annual and Monthly Precipitation Using Regression-Based Algorithms in a Mountainous Area

(2018) Chesheng Zhan et al.   Advances in Meteorology

Identification of a Contaminant Source Location in a River System Using Random Forest Models

(2018) Yoo Lee et al.   Water

Downscaling annual precipitation with TMPA and land surface characteristics in China

(2017) Ziqiang Ma et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

A spatial data mining algorithm for downscaling TMPA 3B43 V7 data over the Qinghai–Tibet Plateau with the effects of systematic anomalies removed

(2017) Ziqiang Ma et al.   REMOTE SENSING OF ENVIRONMENT

A review of spatial downscaling of satellite remotely sensed soil moisture

(2017) Jian Peng et al.   REVIEWS OF GEOPHYSICS

Temporal and Spatial Comparison of Agricultural Drought Indices from Moderate Resolution Satellite Soil Moisture Data over Northwest Spain

(2017) Miriam Pablos et al.   Remote Sensing

Downscaling GLDAS Soil Moisture Data in East Asia through Fusion of Multi-Sensors by Optimizing Modified Regression Trees

(2017) Seonyoung Park et al.   Water

Downscaling of AMSR-E soil moisture with MODIS products using machine learning approaches

(2016) Jungho Im et al.   Environmental Earth Sciences

A Comparison of Different Regression Algorithms for Downscaling Monthly Satellite-Based Precipitation over North China

(2016) Wenlong Jing et al.   Remote Sensing

A new satellite-based monthly precipitation downscaling algorithm with non-stationary relationship between precipitation and land surface characteristics

(2015) Shiguang Xu et al.   REMOTE SENSING OF ENVIRONMENT

Mapping Annual Precipitation across Mainland China in the Period 2001–2010 from TRMM3B43 Product Using Spatial Downscaling Approach

(2015) Yuli Shi et al.   Remote Sensing

Incorporating Surface Soil Moisture Information in Error Modeling of TRMM Passive Microwave Rainfall

(2014) Hojjat Seyyedi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Impact of Soil Moisture–Atmosphere Interactions on Surface Temperature Distribution

(2014) Alexis Berg et al.   JOURNAL OF CLIMATE

Evaluating Bias-Corrected AMSR-E Soil Moisture using in situ Observations and Model Estimates

(2013) V. Sridhar et al.   VADOSE ZONE JOURNAL

The potential of multitemporal Aqua and Terra MODIS apparent thermal inertia as a soil moisture indicator

(2011) Jasper Van doninck et al.   International Journal of Applied Earth Observation and Geoinformation

Assessment of area favourable for crop sowing using AMSR-E derived Soil Moisture Index (AMSR-E SMI)

(2011) Abhishek Chakraborty et al.   International Journal of Applied Earth Observation and Geoinformation

Soil moisture estimation through ASCAT and AMSR-E sensors: An intercomparison and validation study across Europe

(2011) L. Brocca et al.   REMOTE SENSING OF ENVIRONMENT

Investigating soil moisture–climate interactions in a changing climate: A review

(2010) Sonia I. Seneviratne et al.   EARTH-SCIENCE REVIEWS

Monitoring of soil moisture over the Kuwait desert using remote sensing techniques

(2010) Hala Khalid Al-Jassar et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Climate change impacts on crop yield, crop water productivity and food security – A review

(2009) Yinhong Kang et al.   Progress in Natural Science-Materials International

An evaluation of AMSR–E derived soil moisture over Australia

(2009) Clara S. Draper et al.   REMOTE SENSING OF ENVIRONMENT

Towards deterministic downscaling of SMOS soil moisture using MODIS derived soil evaporative efficiency

(2008) O MERLIN et al.   REMOTE SENSING OF ENVIRONMENT

Assessment of Evapotranspiration and Soil Moisture Content Across Different Scales of Observation

(2008) Willem Verstraeten et al.   SENSORS

Estimating Land Surface Evaporation: A Review of Methods Using Remotely Sensed Surface Temperature Data

(2008) Jetse D. Kalma et al.   SURVEYS IN GEOPHYSICS