Soil moisture retrieval from remote sensing measurements: Current knowledge and directions for the future

ZL Li, P Leng, C Zhou, KS Chen, FC Zhou… - Earth-Science …, 2021 - Elsevier
Soil moisture (SM) is an essential parameter for understanding the interactions and
feedbacks between the atmosphere and the Earth's surface through energy and water …

Linking remote sensing and geodiversity and their traits relevant to biodiversity—Part I: soil characteristics

A Lausch, J Baade, L Bannehr, E Borg, J Bumberger… - Remote sensing, 2019 - mdpi.com
In the face of rapid global change it is imperative to preserve geodiversity for the overall
conservation of biodiversity. Geodiversity is important for understanding complex …

MANet: Multi-scale aware-relation network for semantic segmentation in aerial scenes

P He, L Jiao, R Shang, S Wang, X Liu… - … on Geoscience and …, 2022 - ieeexplore.ieee.org
Semantic segmentation is an important yet unsolved problem in aerial scenes
understanding. One of the major challenges is the intense variations of scenes and object …

GAFNet: Group attention fusion network for PAN and MS image high-resolution classification

X Liu, L Li, F Liu, B Hou, S Yang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Panchromatic (PAN) and multispectral (MS) images have coordinated and paired spatial
spectral information, which can complement each other and make up for their shortcomings …

[PDF][PDF] Soil moisture product validation good practices protocol

C Montzka, M Cosh, J Nickeson, F Camacho, B Bayat… - 2021 - ntrs.nasa.gov
The role of soil moisture in the water, energy and carbon cycle of the Earth cannot be
understated. Soil moisture has a major impact on agriculture, land surface hydrology …

A new soil moisture downscaling approach for SMAP, SMOS, and ASCAT by predicting sub-grid variability

C Montzka, K Rötzer, HR Bogena, N Sanchez… - Remote sensing, 2018 - mdpi.com
Several studies currently strive to improve the spatial resolution of coarse scale high
temporal resolution global soil moisture products of SMOS, SMAP, and ASCAT. Soil texture …

Assessment of multi-scale SMOS and SMAP soil moisture products across the Iberian Peninsula

G Portal, T Jagdhuber, M Vall-Llossera, A Camps… - Remote Sensing, 2020 - mdpi.com
In the last decade, technological advances led to the launch of two satellite missions
dedicated to measure the Earth's surface soil moisture (SSM): the ESA's Soil Moisture and …

Estimation of active-passive microwave covariation using SMAP and Sentinel-1 data

T Jagdhuber, M Baur, R Akbar, NN Das, M Link… - Remote Sensing of …, 2019 - Elsevier
Active and passive microwave signals over land co-vary depending on their shared
scattering and emission characteristics by soil and vegetation media. Estimates of this …

Soil moisture retrievals using ALOS2-ScanSAR and MODIS synergy over Tibetan Plateau

H Wang, R Magagi, K Goïta, K Wang - Remote Sensing of Environment, 2020 - Elsevier
This paper investigates the soil moisture retrievals over Tibetan Plateau using multi-
temporal ALOS2-PALSAR2 data acquired in ScanSAR mode, in contrary to the commonly …

High-resolution enhanced product based on SMAP active-passive approach using sentinel 1A and 1B SAR data

NN Das, D Entekhabi, S Kim… - … and Remote Sensing …, 2017 - ieeexplore.ieee.org
SMAP project is working on a new and enhanced high-resolution (3km and 1km) soil
moisture product. This product will combine SMAP radiometer data and Sentinel-1A and-1B …