[HTML][HTML] Optical remote sensing of crop biophysical and biochemical parameters: An overview of advances in sensor technologies and machine learning algorithms for …

M Kganyago, C Adjorlolo, P Mhangara… - … and Electronics in …, 2024 - Elsevier
This paper provides an overview of the recent developments in remote sensing technology
and machine learning algorithms for estimating important biophysical and biochemical …

Data-driven water need estimation for IoT-based smart irrigation: A survey

R Togneri, R Prati, H Nagano, C Kamienski - Expert Systems with …, 2023 - Elsevier
Precision irrigation plays an important socio-economic and environmental role in our
society, reducing water and electricity consumption and increasing food production. An …

Swin-Transformer-YOLOv5 for real-time wine grape bunch detection

S Lu, X Liu, Z He, X Zhang, W Liu, M Karkee - Remote Sensing, 2022 - mdpi.com
Precise canopy management is critical in vineyards for premium wine production because
maximum crop load does not guarantee the best economic return for wine producers. The …

Assessing the climate change adaptability of sustainable land management practices regarding water availability and quality: A case study in the Sorraia catchment …

E van der Laan, JP Nunes, LF Dias, S Carvalho… - Science of the Total …, 2023 - Elsevier
In Mediterranean catchments, such as the Sorraia catchment in Portugal, it is expected that
climate change will increase drought stress and the deterioration of water quality in …

Viticultural manipulation and new technologies to address environmental challenges caused by climate change

Q Sun, G Granco, L Groves, J Voong, S Van Zyl - Climate, 2023 - mdpi.com
Climate change is a critical challenge for the global grape and wine industry, as it can
disrupt grapevine growth, production, and wine quality. Climate change could influence the …

[HTML][HTML] Economic and Environmental Benefits of Digital Agricultural Technologies in Crop Production: A review

G Papadopoulos, S Arduini, H Uyar, V Psiroukis… - Smart Agricultural …, 2024 - Elsevier
This comprehensive review delved into the economic and environmental benefits of Digital
Agricultural Technologies (DATs) in crop production, synthesising data from 136 peer …

Feasibility of using the two-source energy balance model (TSEB) with Sentinel-2 and Sentinel-3 images to analyze the spatio-temporal variability of vine water status …

J Bellvert, C Jofre-Ĉekalović, A Pelechá, M Mata… - Remote Sensing, 2020 - mdpi.com
In viticulture, detailed spatial information about actual evapotranspiration (ETa) and vine
water status within a vineyard may be of particular utility when applying site-specific …

[HTML][HTML] Integration of Remote Sensing and Machine Learning for Precision Agriculture: A Comprehensive Perspective on Applications

J Wang, Y Wang, G Li, Z Qi - Agronomy, 2024 - mdpi.com
Due to current global population growth, resource shortages, and climate change, traditional
agricultural models face major challenges. Precision agriculture (PA), as a way to realize the …

Assimilation of sentinel-2 biophysical variables into a digital twin for the automated irrigation scheduling of a vineyard

J Bellvert, A Pelechá, M Pàmies-Sans, J Virgili… - Water, 2023 - mdpi.com
Decision support systems (DSS) are needed to carry out precision irrigation. Key issues in
this regard include how to deal with spatial variability and the adoption of deficit irrigation …

[HTML][HTML] Optimum sampling window size and vegetation index selection for low-altitude multispectral estimation of root soil moisture content for Xuxiang Kiwifruit

J Deng, S Pan, M Zhou, W Gao, Y Yan, Z Niu… - Agricultural Water …, 2023 - Elsevier
Early detection of water stress is essential for orchard management; however, existing
methods are unable to accurately monitor individual plant water status over large areas, and …