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[HTML][HTML] Remote sensing vegetation indices in viticulture: A critical review
R Giovos, D Tassopoulos, D Kalivas, N Lougkos… - Agriculture, 2021 - mdpi.com
One factor of precision agriculture is remote sensing, through which we can monitor
vegetation health and condition. Much research has been conducted in the field of remote …
vegetation health and condition. Much research has been conducted in the field of remote …
Are unmanned aerial vehicle-based hyperspectral imaging and machine learning advancing crop science?
A Matese, JMP Czarnecki, S Samiappan… - Trends in Plant …, 2024 - cell.com
The past few years have seen increased interest in unmanned aerial vehicle (UAV)-based
hyperspectral imaging (HSI) and machine learning (ML) in agricultural research …
hyperspectral imaging (HSI) and machine learning (ML) in agricultural research …
[HTML][HTML] Bridging the gap between crop breeding and GeoAI: Soybean yield prediction from multispectral UAV images with transfer learning
Despite significant progress has been made towards crop yield prediction with remote
sensing, there exist knowledge gaps on (1) the impacts of temporal resolution of imaging …
sensing, there exist knowledge gaps on (1) the impacts of temporal resolution of imaging …
UAV multisensory data fusion and multi-task deep learning for high-throughput maize phenoty**
Recent advances in unmanned aerial vehicles (UAV), mini and mobile sensors, and GeoAI
(a blend of geospatial and artificial intelligence (AI) research) are the main highlights among …
(a blend of geospatial and artificial intelligence (AI) research) are the main highlights among …
Estimating the cooling effect of pocket green space in high density urban areas in Shanghai, China
Recently, pocket green spaces (PGS), ie, small green spaces, have attracted growing
attention for their various ecological and social services. As a crucial part of urban green …
attention for their various ecological and social services. As a crucial part of urban green …
Applying RGB-and thermal-based vegetation indices from UAVs for high-throughput field phenoty** of drought tolerance in forage grasses
The persistence and productivity of forage grasses, important sources for feed production,
are threatened by climate change-induced drought. Breeding programs are in search of new …
are threatened by climate change-induced drought. Breeding programs are in search of new …
Solar-induced chlorophyll fluorescence extraction based on heterogeneous light distribution for improving in-situ chlorophyll content estimation
R Zhao, W Tang, L An, L Qiao, N Wang, H Sun… - … and Electronics in …, 2023 - Elsevier
Accurate estimation of leaf chlorophyll content (LCC) in field for wheat crops is important to
provide guidance for precision management. Solar-induced chlorophyll fluorescence (SIF) …
provide guidance for precision management. Solar-induced chlorophyll fluorescence (SIF) …
Remote sensing from unoccupied aerial systems: opportunities to enhance Arctic plant ecology in a changing climate
The Arctic is warming at a faster rate than any other biome on Earth, resulting in widespread
changes in vegetation composition, structure and function that have important feedbacks to …
changes in vegetation composition, structure and function that have important feedbacks to …
Unmanned aerial system plant protection products spraying performance evaluation on a vineyard
In the context of increasing global food demand and the urgent need for production
processes optimization, plant protection products play a key role in safeguarding crops from …
processes optimization, plant protection products play a key role in safeguarding crops from …
[HTML][HTML] UAV-based multi-temporal thermal imaging to evaluate wheat drought resistance in different deficit irrigation regimes
W Qin, J Wang, L Ma, F Wang, N Hu, X Yang, Y **ao… - Remote Sensing, 2022 - mdpi.com
Deficit irrigation is a common approach in water-scarce regions to balance productivity and
water use, whereas drought stress still occurs to various extents, leading to reduced …
water use, whereas drought stress still occurs to various extents, leading to reduced …