Remote Sensing of Regional Soil Moisture

Remote Sensing of Regional Soil Moisture

Requests for regional soil moisture observations are increasing to parameterize complex hydrological models, to assess the impact of land-use changes, and to develop climate adaption strategies in the agricultural sector. Spatial land-use patterns have an impact on the soil water balance and groundw...

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Bibliographic Details
Other Authors: Pause, Marion (Editor), Wöhling, Thomas (Editor), Schulz, Karsten (Editor), Jagdhuber, Thomas (Editor), Schrön, Martin (Editor)
Format: Book Chapter
Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2022
Subjects:
History of engineering & technology
instrument development
hyperspectral
spectroradiometry
LiDAR
soil
regional soil moisture
in situ network
AMSR2
FY3B
evaluation
EVI
SST
disaggregation
soil moisture
DISPATCH
Intermediate spatial resolution
SMAP
geostationary
validation
SEVIRI
thermal infrared
land surface temperature
downscaling
advanced scatterometer (ASCAT)
soil moisture active passive (SMAP)
random forest
low-cost sensor
AMSR-E
the microwave polarization difference index
surface soil moisture
regional scale
vegetation traits
multi-sensor approach
wetland
environmental monitoring
remote sensing
geostatistics
gap-filling
mesonet
ESA CCI SM
ASTER imagery
soil moisture content
thermal inertia model
serial dual-source model
surface component temperature
shadow impact
multi-model coupling
optimal solution method
ESA CCI
residual soil moisture
evapotranspiration
trend
rainfall variability
CHIRPS
theta probe
Sentinel-1A
NDVI
modified Dubois model
Sentinel-1/2
Landsat-8
GF-1
vegetation water content
Oh
Dubois
IEM
WCM
SSRT
SAR
LAI
wheat
Sentinel-1
support vector machine
ordinary least square regression
time series
Mongolia
MODIS
relative soil moisture
Chinese Loess Plateau
ATI
TVDI
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