A review of remote sensing applications in agriculture for food security: Crop growth and yield, irrigation, and crop losses

L Karthikeyan, I Chawla, AK Mishra - Journal of Hydrology, 2020 - Elsevier
The global population is expected to reach 9.8 billion by 2050. There is an exponential
growth of food production to meet the needs of the growing population. However, the limited …

[HTML][HTML] Automatic identification and monitoring of plant diseases using unmanned aerial vehicles: A review

K Neupane, F Baysal-Gurel - Remote Sensing, 2021 - mdpi.com
Disease diagnosis is one of the major tasks for increasing food production in agriculture.
Although precision agriculture (PA) takes less time and provides a more precise application …

Unmanned aerial vehicles in smart agriculture: Applications, requirements, and challenges

PKR Maddikunta, S Hakak, M Alazab… - IEEE sensors …, 2021 - ieeexplore.ieee.org
In the next few years, smart farming will reach each and every nook of the world. The
prospects of using unmanned aerial vehicles (UAV) for smart farming are immense …

Integrated remote sensing and GIS approach using Fuzzy-AHP to delineate and identify groundwater potential zones in semi-arid Shanxi Province, China

Z Shao, ME Huq, B Cai, O Altan, Y Li - Environmental Modelling & Software, 2020 - Elsevier
Abstract In Shanxi Province, China, groundwater is a major problem and exploration of
groundwater potential zones (GWPZs) is a great necessity. This paper contributed to …

A systematic review on monitoring and advanced control strategies in smart agriculture

SI Hassan, MM Alam, U Illahi, MA Al Ghamdi… - Ieee …, 2021 - ieeexplore.ieee.org
Automation in agriculture nowadays is the main focus and area of development for various
countries. The population rate of the world is increasing rapidly and will be double in …

Impacts of climate variability and drought on surface water resources in Sub-Saharan Africa using remote sensing: A review

TD Bhaga, T Dube, MD Shekede, C Shoko - Remote Sensing, 2020 - mdpi.com
Climate variability and recurrent droughts have caused remarkable strain on water
resources in most regions across the globe, with the arid and semi-arid areas being the …

Application of the random forest classifier to map irrigated areas using google earth engine

J Magidi, L Nhamo, S Mpandeli, T Mabhaudhi - Remote Sensing, 2021 - mdpi.com
Improvements in irrigated areas' classification accuracy are critical to enhance agricultural
water management and inform policy and decision-making on irrigation expansion and land …

UAV image acquisition and processing for high‐throughput phenoty** in agricultural research and breeding programs

O Bongomin, J Lamo, JM Guina… - The Plant Phenome …, 2024 - Wiley Online Library
We are in a race against time to combat climate change and increase food production by
70% to feed the ever‐growing world population, which is expected to double by 2050 …

Techniques, answers, and real-world UAV implementations for precision farming

A Srivastava, J Prakash - Wireless Personal Communications, 2023 - Springer
In adopting state-of-the-art technologies, a domain known in time is Agriculture for fertility
optimization, expense saving, assistance, and environmental safeguard. In this aspect …

Map** center pivot irrigation systems in global arid regions using instance segmentation and analyzing their spatial relationship with freshwater resources

F Chen, H Zhao, D Roberts, T Van de Voorde… - Remote Sensing of …, 2023 - Elsevier
Ensuring freshwater availability and supply sufficient for socio-economic development is
important for human health and productivity. Globally, increasing industrial agriculture is …