Applications of remote sensing in precision agriculture: A review

RP Sishodia, RL Ray, SK Singh - Remote sensing, 2020 - mdpi.com
Agriculture provides for the most basic needs of humankind: food and fiber. The introduction
of new farming techniques in the past century (eg, during the Green Revolution) has helped …

Remote sensing in agriculture—accomplishments, limitations, and opportunities

S Khanal, K Kc, JP Fulton, S Shearer, E Ozkan - Remote Sensing, 2020 - mdpi.com
Remote sensing (RS) technologies provide a diagnostic tool that can serve as an early
warning system, allowing the agricultural community to intervene early on to counter …

Ground, proximal, and satellite remote sensing of soil moisture

E Babaeian, M Sadeghi, SB Jones… - Reviews of …, 2019 - Wiley Online Library
Soil moisture (SM) is a key hydrologic state variable that is of significant importance for
numerous Earth and environmental science applications that directly impact the global …

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 …

Remote sensing for wetland classification: A comprehensive review

S Mahdavi, B Salehi, J Granger, M Amani… - GIScience & remote …, 2018 - Taylor & Francis
Wetlands are valuable natural resources that provide many benefits to the environment.
Therefore, mapping wetlands is crucially important. Several review papers on remote …

The optical trapezoid model: A novel approach to remote sensing of soil moisture applied to Sentinel-2 and Landsat-8 observations

M Sadeghi, E Babaeian, M Tuller, SB Jones - Remote sensing of …, 2017 - Elsevier
Abstract The “trapezoid” or “triangle” model constitutes the most popular approach to remote
sensing (RS) of surface soil moisture based on coupled thermal (ie, land surface …

Temperature-vegetation-soil moisture dryness index (TVMDI)

M Amani, B Salehi, S Mahdavi, A Masjedi… - Remote sensing of …, 2017 - Elsevier
Abstract While Soil Moisture (SM) can be used as a direct indictor of dryness, the Land
Surface Temperature (LST) and vegetation status are indirectly related to SM, and …

A novel vegetation-water resistant soil moisture index for remotely assessing soil surface moisture content under the low-moderate wheat cover

J Yue, T Li, Y Liu, J Tian, Q Tian, S Li, H Feng… - … and Electronics in …, 2024 - Elsevier
Soil surface moisture content (SMC) is one of the most critical and fundamental indicators of
crop drought because water is vital for vegetation growth. In recent decades, satellite high …

Comprehensive evaluation of Sentinel-2 red edge and shortwave-infrared bands to estimate soil moisture

Y Liu, J Qian, H Yue - IEEE Journal of Selected Topics in …, 2021 - ieeexplore.ieee.org
This article aims to explore the applicability of SMMI (soil moisture monitoring index),
MSMMI (modified soil moisture monitoring index), PDI (perpendicular drought index), and …

[HTML][HTML] Timely monitoring of soil water-salt dynamics within cropland by hybrid spectral unmixing and machine learning models

R Du, J Chen, Y Xiang, R Xiang, X Yang… - International Soil and …, 2024 - Elsevier
Soil salinization and water scarcity are main restrictive factors for irrigated agriculture
development in arid regions. Knowing dynamics of soil water and salt content is an …