Machine learning versus crop growth models: an ally, not a rival

N Zhang, X Zhou, M Kang, BG Hu, E Heuvelink… - AoB Plants, 2023 - academic.oup.com
The rapid increases of the global population and climate change pose major challenges to a
sustainable production of food to meet consumer demands. Process-based models (PBMs) …

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 …

Evaluation of growth-stage-based variable deficit irrigation strategies for cotton production in the Texas High Plains

SK Himanshu, S Ale, J Bell, Y Fan, S Samanta… - Agricultural Water …, 2023 - Elsevier
Irrigated agriculture in the Texas High Plains (THP) region faces severe challenges due to
rapidly declining groundwater levels in the underlying Ogallala Aquifer, recurring droughts …

Minimizing trade-offs between wheat yield and resource-use efficiency in the Nile Delta–A multi-model analysis

AMS Kheir, G Hoogenboom, KA Ammar, M Ahmed… - Field Crops …, 2022 - Elsevier
Current wheat crop management practices in the Nile Delta of Egypt are unsustainable due
to the overuse of limited water resources. Therefore, the aim of this study was to investigate …

How much control do smallholder maize farmers have over yield?

M Cecil, A Chilenga, C Chisanga, N Gatti, N Krell… - Field Crops …, 2023 - Elsevier
Smallholder agriculture is critical for current and future food security, yet quantifying the
sources of smallholder yield variance remains a major challenge. Attributing yield variance …

Simulated efficient growth-stage-based deficit irrigation strategies for maximizing cotton yield, crop water productivity and net returns

SK Himanshu, Y Fan, S Ale, J Bordovsky - Agricultural Water Management, 2021 - Elsevier
Declining water levels in the southern Ogallala Aquifer and associated reduction in irrigation
capacities and increasing pumping costs necessitate adoption of deficit/limited irrigation …

Evaluation of crop-growth-stage-based deficit irrigation strategies for cotton production in the Southern High Plains

SK Himanshu, S Ale, J Bordovsky… - Agricultural Water …, 2019 - Elsevier
Identification of efficient crop-growth-stage-based deficit irrigation strategies for cotton
(Gossypium hirsutum L.) can play a pivotal role in optimizing the use of available irrigation …

Hill-placement of manure and fertilizer for improving maize nutrient-and water-use efficiencies in the northern Benin

MWIA Yessoufou, PG Tovihoudji, S Zakari, A Adjogboto… - Heliyon, 2023 - cell.com
Optimizing the use of organic and mineral fertilizer in rain-fed maize production is crucial for
sustainable food production in sub-Saharan Africa. This study investigates the effect of hill …

Climate change effect on water use efficiency under selected soil and water conservation practices in the ruzizi catchment, Eastern DR Congo

EM Bagula, JGM Majaliwa, GN Mushagalusa… - Land, 2022 - mdpi.com
Concerns have been raised on the effectiveness and sustainability of Soil and Water
Conservation (SWC) practices as adaptation options to climate change and high intra–and …

Modelling climate change impacts on maize

CB Chisanga, M Moombe, P Elijah - CABI Reviews, 2022 - cabidigitallibrary.org
Numerous modelling efforts have focused on maize as it is an important cereal crop for both
human consumption and livestock production. Crop simulation and multi-linear regressions …