A systematic literature review on machine learning applications for sustainable agriculture supply chain performance

R Sharma, SS Kamble, A Gunasekaran… - Computers & Operations …, 2020 - Elsevier
Agriculture plays an important role in sustaining all human activities. Major challenges such
as overpopulation, competition for resources poses a threat to the food security of the planet …

Making sense of flash drought: Definitions, indicators, and where we go from here

J Lisonbee, M Woloszyn, M Skumanich - 2022 - repository.library.noaa.gov
The topic of “Flash Drought” is rapidly gaining attention within both the research and drought
management communities. This literature review aims to synthesize the research to-date …

Agricultural production systems modelling and software: current status and future prospects

DP Holzworth, V Snow, S Janssen… - … Modelling & Software, 2015 - Elsevier
During the past decade, the application of agricultural production systems modelling has
rapidly expanded while there has been less emphasis on model improvement. Cropping …

[HTML][HTML] A review of coupled hydrologic and crop growth models

SM Siad, V Iacobellis, P Zdruli, A Gioia, I Stavi… - Agricultural Water …, 2019 - Elsevier
Coupling hydrologic and crop models is becoming an increasingly important approach in
the development of agro-hydrologic theme. Scientists and decision makers working to …

A new indicator for global food security assessment: Harvested area rather than cropland area

F Song, S Wang, X Bai, L Wu, J Wang, C Li… - Chinese Geographical …, 2022 - Springer
Cropland area has long been used as a key indicator of food security. However, grain yield
is not solely controlled by the area of the cropland. Therefore, we proposed a new indicator …

Assessing irrigation mitigating drought impacts on crop yields with an integrated modeling framework

P Deb, H Moradkhani, X Han, P Abbaszadeh, L Xu - Journal of Hydrology, 2022 - Elsevier
Irrigation is one of the major adaptation strategies to combat the negative impacts of drought
on crop yields. However, during droughts, the water resources are limited and determining …

Simulation of crop evapotranspiration and crop coefficients with data in weighing lysimeters

SS Anapalli, LR Ahuja, PH Gowda, L Ma… - Agricultural Water …, 2016 - Elsevier
Accurate quantification of crop evapotranspiration (ET) is critical to optimizing irrigation
water productivity, especially, in the semiarid regions of the world where limited rainfall is …

AgKit4EE: A toolkit for agricultural land use modeling of the conterminous United States based on Google Earth Engine

C Zhang, L Di, Z Yang, L Lin, P Hao - Environmental Modelling & Software, 2020 - Elsevier
Abstract Google Earth Engine (GEE) is an ideal platform for large-scale geospatial
agricultural and environmental modeling based on its diverse geospatial datasets, easy-to …

Assimilation of coupled microwave/thermal infrared soil moisture profiles into a crop model for robust maize yield estimates over Southeast United States

V Mishra, JF Cruise, JR Mecikalski - European Journal of Agronomy, 2021 - Elsevier
Global food security is one of the most pressing issues of the current century, particularly for
developing nations. Agricultural simulation models can be a key component in testing new …

Remote sensing, geophysics, and modeling to support precision agriculture—Part 2: Irrigation management

A Pradipta, P Soupios, N Kourgialas, M Doula, Z Dokou… - Water, 2022 - mdpi.com
Food and water security are considered the most critical issues globally due to the projected
population growth placing pressure on agricultural systems. Because agricultural activity is …