YOLO SSPD: a small target cotton boll detection model during the boll-spitting period based on space-to-depth convolution

M Zhang, W Chen, P Gao, Y Li, F Tan… - Frontiers in Plant …, 2024 - frontiersin.org
Introduction Cotton yield estimation is crucial in the agricultural process, where the accuracy
of boll detection during the flocculation period significantly influences yield estimations in …

African Lovegrass Segmentation with Artificial Intelligence Using UAS-Based Multispectral and Hyperspectral Imagery

P Keerthinathan, N Amarasingam, JE Kelly, N Mandel… - Remote Sensing, 2024 - mdpi.com
The prevalence of the invasive species African Lovegrass (Eragrostis curvula, ALG
thereafter) in Australian landscapes presents significant challenges for land managers …

[PDF][PDF] Advances in Remote Sensing and Machine Learning Methods for Invasive Plants Study: A Comprehensive Review

MM Zaka, A Samat - Remote Sensing, 2024 - researchgate.net
This paper provides a comprehensive review of advancements in the detection; evaluation;
and management of invasive plant species (IPS) using diverse remote sensing (RS) …

Invasive plants detection and distribution patterns analysis through self-attention enhanced semantic segmentation in UAV imagery and Moran's index

J Chao, K Wang, B Xu, M Harty, W Wang… - … and Electronics in …, 2025 - Elsevier
The development of sustainable agriculture necessitates the rapid identification and efficient
removal of invasive plants. Traditionally, the investigation of invasive plants relies on manual …

[HTML][HTML] Integrating UAV imagery and machine learning via Geographic Object Based Image Analysis (GEOBIA) for enhanced monitoring of Yucca gloriosa in …

E Cini, F Marzialetti, M Paterni, A Berton… - Ocean & Coastal …, 2024 - Elsevier
Effective monitoring and early detection of invasive alien plant species (IAPs) are crucial for
mitigating their spread and safeguarding native habitats. Unmanned Aerial Vehicles (UAVs) …

A comparative analysis of efficacy of machine learning techniques for disease detection in some economically important crops

SR Goyal, VS Kulkarni, R Choudhary, R Jain - Crop Protection, 2025 - Elsevier
Early diagnosis of plant diseases is essential for reducing crop losses and improving
agricultural production. Plant diseases markedly diminish output and food supply …

Importance of Geospatial Data for Monitoring and Managing Invasive Species for Sustainable Development: A Semantic Review

MWA Halmy - Annals of Library and Information Studies, 2024 - or.niscpr.res.in
Invasive species pose significant threats to ecosystems, economies, and human well-being
worldwide. Effective monitoring and management of invasive species are essential for …