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 …
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 …
management communities. This literature review aims to synthesize the research to-date …
Agricultural production systems modelling and software: current status and future prospects
During the past decade, the application of agricultural production systems modelling has
rapidly expanded while there has been less emphasis on model improvement. Cropping …
rapidly expanded while there has been less emphasis on model improvement. Cropping …
[HTML][HTML] A review of coupled hydrologic and crop growth models
Coupling hydrologic and crop models is becoming an increasingly important approach in
the development of agro-hydrologic theme. Scientists and decision makers working to …
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 …
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
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 …
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 …
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
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 …
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
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 …
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
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 …
population growth placing pressure on agricultural systems. Because agricultural activity is …