# Soil Moisture and Remote Sensing

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/soil-moisture-and-remote-sensing/

## Facts

| Field | Value |
| --- | --- |
| Description | This cluster of papers focuses on the remote sensing of soil moisture using satellite observations, data assimilation techniques, and hydrological modeling. It explores the spatial variability, temporal dynamics, and validation of soil moisture measurements at global scales. The research aims to improve our understanding of soil moisture patterns and their implications for water resource management. |
| Domain | Physical Sciences |
| Field | Environmental Science |
| OpenAlex ID | t11312 |
| Works | 30 |

## Topic papers all

Showing 15 of 30.

- [Online Rainfall Atlas of Hawai‘i](https://scholariq.org/papers/online-rainfall-atlas-of-hawai-i/)
- [Comparison and assimilation of global soil moisture retrievals from the Advanced Microwave Scanning Radiometer for the Earth Observing System (AMSR‐E) and the Scanning Multichannel Microwave Radiometer (SMMR)](https://scholariq.org/papers/comparison-and-assimilation-of-global-soil-moisture-retrievals-from-the-advanced/)
- [The Soil Moisture Active Passive Validation Experiment 2012 (SMAPVEX12): Prelaunch Calibration and Validation of the SMAP Soil Moisture Algorithms](https://scholariq.org/papers/the-soil-moisture-active-passive-validation-experiment-2012-smapvex12-prelaunch/)
- [Compact polarimetry overview and applications assessment](https://scholariq.org/papers/compact-polarimetry-overview-and-applications-assessment/)
- [RADARSAT-2 Polarimetric SAR Response to Crop Biomass for Agricultural Production Monitoring](https://scholariq.org/papers/radarsat-2-polarimetric-sar-response-to-crop-biomass-for-agricultural-production/)
- [The Contribution of ALOS PALSAR Multipolarization and Polarimetric Data to Crop Classification](https://scholariq.org/papers/the-contribution-of-alos-palsar-multipolarization-and-polarimetric-data-to-crop/)
- [Object-oriented crop mapping and monitoring using multi-temporal polarimetric RADARSAT-2 data](https://scholariq.org/papers/object-oriented-crop-mapping-and-monitoring-using-multi-temporal-polarimetric/)
- [Wetting patterns and nitrogen distributions as affected by fertigation strategies from a surface point source](https://scholariq.org/papers/wetting-patterns-and-nitrogen-distributions-as-affected-by-fertigation/)
- [A review of time domain reflectometry (TDR) applications in porous media](https://scholariq.org/papers/a-review-of-time-domain-reflectometry-tdr-applications-in-porous-media/)
- [Room for improvement: A review and evaluation of 24 soil thermal conductivity parameterization schemes commonly used in land-surface, hydrological, and soil-vegetation-atmosphere transfer models](https://scholariq.org/papers/room-for-improvement-a-review-and-evaluation-of-24-soil-thermal-conductivity/)
- [WegenerNet: A Pioneering High-Resolution Network for Monitoring Weather and Climate](https://scholariq.org/papers/wegenernet-a-pioneering-high-resolution-network-for-monitoring-weather-and/)
- [Application of Multiphase Dielectric Mixing Models for Understanding the Effective Dielectric Permittivity of Frozen Soils](https://scholariq.org/papers/application-of-multiphase-dielectric-mixing-models-for-understanding-the/)
- [PolSAR Image Classification Based on Deep Convolutional Neural Networks Using Wavelet Transformation](https://scholariq.org/papers/polsar-image-classification-based-on-deep-convolutional-neural-networks-using/)
- [DeepInSAR—A Deep Learning Framework for SAR Interferometric Phase Restoration and Coherence Estimation](https://scholariq.org/papers/deepinsar-a-deep-learning-framework-for-sar-interferometric-phase-restoration/)
- [Two-step fusion method for generating 1 km seamless multi-layer soil moisture with high accuracy in the Qinghai-Tibet plateau](https://scholariq.org/papers/two-step-fusion-method-for-generating-1-km-seamless-multi-layer-soil-moisture/)

## Topic primary papers

- [Comparison and assimilation of global soil moisture retrievals from the Advanced Microwave Scanning Radiometer for the Earth Observing System (AMSR‐E) and the Scanning Multichannel Microwave Radiometer (SMMR)](https://scholariq.org/papers/comparison-and-assimilation-of-global-soil-moisture-retrievals-from-the-advanced/)
- [The Soil Moisture Active Passive Validation Experiment 2012 (SMAPVEX12): Prelaunch Calibration and Validation of the SMAP Soil Moisture Algorithms](https://scholariq.org/papers/the-soil-moisture-active-passive-validation-experiment-2012-smapvex12-prelaunch/)
- [A review of time domain reflectometry (TDR) applications in porous media](https://scholariq.org/papers/a-review-of-time-domain-reflectometry-tdr-applications-in-porous-media/)
- [WegenerNet: A Pioneering High-Resolution Network for Monitoring Weather and Climate](https://scholariq.org/papers/wegenernet-a-pioneering-high-resolution-network-for-monitoring-weather-and/)
- [Two-step fusion method for generating 1 km seamless multi-layer soil moisture with high accuracy in the Qinghai-Tibet plateau](https://scholariq.org/papers/two-step-fusion-method-for-generating-1-km-seamless-multi-layer-soil-moisture/)
- [Soil moisture content retrieval based on apparent thermal inertia for Xinjiang province in China](https://scholariq.org/papers/soil-moisture-content-retrieval-based-on-apparent-thermal-inertia-for-xinjiang/)
- [The dielectric properties prediction of the vegetation depending on the moisture content using the deep neural network model](https://scholariq.org/papers/the-dielectric-properties-prediction-of-the-vegetation-depending-on-the-moisture/)
- [WSN-Driven Advances in Soil Moisture Estimation: A Machine Learning Approach](https://scholariq.org/papers/wsn-driven-advances-in-soil-moisture-estimation-a-machine-learning-approach/)
- [Soil moisture simulation of rice using optimized Support Vector Machine for sustainable agricultural applications](https://scholariq.org/papers/soil-moisture-simulation-of-rice-using-optimized-support-vector-machine-for/)
- [Toward Smart Soil Sensing in v4.0 Agriculture: A New Single-Shape Sensor for Capacitive Moisture and Salinity Measurements](https://scholariq.org/papers/toward-smart-soil-sensing-in-v4-0-agriculture-a-new-single-shape-sensor-for/)
- [Sampling volume evaluation of seven electromagnetic soil moisture sensors](https://scholariq.org/papers/sampling-volume-evaluation-of-seven-electromagnetic-soil-moisture-sensors/)
- [Effects of electrical conductivity on uncoated- and coated-rods of eight electromagnetic soil water content sensors](https://scholariq.org/papers/effects-of-electrical-conductivity-on-uncoated-and-coated-rods-of-eight/)
- [Introducing a Hybrid Model SAE-BP for Regression Analysis of Soil Temperature With Hyperspectral Data](https://scholariq.org/papers/introducing-a-hybrid-model-sae-bp-for-regression-analysis-of-soil-temperature/)
- [Enhanced Soil Classification and Moisture Monitoring System Using Raspberry Pi 3B+ with IoT Integration](https://scholariq.org/papers/enhanced-soil-classification-and-moisture-monitoring-system-using-raspberry-pi/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.