Smart irrigation monitoring and control strategies for improving water use efficiency in precision agriculture: A review

E Bwambale, FK Abagale, GK Anornu - Agricultural Water Management, 2022 - Elsevier
The demand for freshwater resources has increased in recent times and has been
exacerbated by escalating global population and increasing drought indices in the world's …

[HTML][HTML] 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 …

Estimation of root zone soil moisture from ground and remotely sensed soil information with multisensor data fusion and automated machine learning

E Babaeian, S Paheding, N Siddique… - Remote sensing of …, 2021 - Elsevier
Root zone soil moisture (RZSM) estimation and monitoring based on high spatial resolution
remote sensing information such as obtained with an Unmanned Aerial System (UAS) is of …

[HTML][HTML] Beyond vegetation: A review unveiling additional insights into agriculture and forestry through the application of vegetation indices

S Vélez, R Martínez-Peña, D Castrillo - J, 2023 - mdpi.com
Vegetation indices (VIs) have long been a crucial tool for monitoring plant growth and
health, assessing the impact of environmental factors on vegetation, and supporting …

Hidden becomes clear: Optical remote sensing of vegetation reveals water table dynamics in northern peatlands

I Burdun, M Bechtold, M Aurela, G De Lannoy… - Remote Sensing of …, 2023 - Elsevier
The water table and its dynamics are one of the key variables that control peatland
greenhouse gas exchange. Here, we tested the applicability of the Optical TRApezoid Model …

[HTML][HTML] Retrieving soil moisture in rainfed and irrigated fields using Sentinel-2 observations and a modified OPTRAM approach

M Ambrosone, A Matese, SF Di Gennaro, B Gioli… - International journal of …, 2020 - Elsevier
Surface soil water content plays an important role in driving the exchange of latent and
sensible heat between the atmosphere and land surface through transpiration and …

Ensemble surface soil moisture estimates at farm-scale combining satellite-based optical-thermal-microwave remote sensing observations

B Das, P Rathore, D Roy, D Chakraborty… - Agricultural and Forest …, 2023 - Elsevier
Remote sensing presents great potential for soil moisture map**, although a lack of high-
resolution, all-season suitable data and model-based complications hinders continuous …

[HTML][HTML] Combining Sentinel-2 data with an optical-trapezoid approach to infer within-field soil moisture variability and monitor agricultural production stages

C Ma, K Johansen, MF McCabe - Agricultural Water Management, 2022 - Elsevier
Highlights•New parametrizations for wet and dry trapezoid edges improved soil moisture
estimates.•Sentinel-2 data revealed spatial heterogeneity of soil moisture and vegetation …

[HTML][HTML] Map** of irrigated vineyard areas through the use of machine learning techniques and remote sensing

E López-Pérez, C Sanchis-Ibor… - Agricultural Water …, 2024 - Elsevier
Effective and sustainable management of aquifers in regions with intensive groundwater use
for irrigation requirements accurate map** or irrigated areas to control water resource …

[HTML][HTML] A new variant of the optical trapezoid model (OPTRAM) for remote sensing of soil moisture and water bodies

M Sadeghi, N Mohamadzadeh, L Liang… - Science of Remote …, 2023 - Elsevier
Over the past few years, the Optical Trapezoid Model (OPTRAM) has been widely used as a
means for high-resolution map** of surface soil moisture using optical satellite data. In this …