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 …

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 …

GLEAM v3: Satellite-based land evaporation and root-zone soil moisture

B Martens, DG Miralles, H Lievens… - Geoscientific Model …, 2017 - gmd.copernicus.org
The Global Land Evaporation Amsterdam Model (GLEAM) is a set of algorithms dedicated to
the estimation of terrestrial evaporation and root-zone soil moisture from satellite data. Ever …

ESA CCI Soil Moisture for improved Earth system understanding: State-of-the art and future directions

W Dorigo, W Wagner, C Albergel, F Albrecht… - Remote Sensing of …, 2017 - Elsevier
Abstract Climate Data Records of soil moisture are fundamental for improving our
understanding of long-term dynamics in the coupled water, energy, and carbon cycles over …

A review of spatial downscaling of satellite remotely sensed soil moisture

J Peng, A Loew, O Merlin… - Reviews of …, 2017 - Wiley Online Library
Satellite remote sensing technology has been widely used to estimate surface soil moisture.
Numerous efforts have been devoted to develop global soil moisture products. However …

Satellite surface soil moisture from SMAP, SMOS, AMSR2 and ESA CCI: A comprehensive assessment using global ground-based observations

H Ma, J Zeng, N Chen, X Zhang, MH Cosh… - Remote Sensing of …, 2019 - Elsevier
Comprehensive assessments on the reliability of remotely sensed soil moisture products are
undeniably essential for their advancement and application. With the establishment of …

[HTML][HTML] RF-MEP: A novel Random Forest method for merging gridded precipitation products and ground-based measurements

OM Baez-Villanueva, M Zambrano-Bigiarini… - Remote Sensing of …, 2020 - Elsevier
The accurate representation of spatio-temporal patterns of precipitation is an essential input
for numerous environmental applications. However, the estimation of precipitation patterns …

Soil moisture for hydrological applications: Open questions and new opportunities

L Brocca, L Ciabatta, C Massari, S Camici, A Tarpanelli - Water, 2017 - mdpi.com
Soil moisture is widely recognized as a key parameter in the mass and energy balance
between the land surface and the atmosphere and, hence, the potential societal benefits of …

Denitrification in wetlands: A review towards a quantification at global scale

C Martínez-Espinosa, S Sauvage, A Al Bitar… - Science of the total …, 2021 - Elsevier
Research to understand the nitrogen cycle has been thriving. The production of reactive
nitrogen by humans exceeds the removal capacity through denitrification of any natural …

Generation of spatially complete and daily continuous surface soil moisture of high spatial resolution

D Long, L Bai, L Yan, C Zhang, W Yang, H Lei… - Remote Sensing of …, 2019 - Elsevier
Surface soil moisture (SSM), as a vital variable for water and heat exchanges between the
land surface and the atmosphere, is essential for agricultural production and drought …