AI meets UAVs: A survey on AI empowered UAV perception systems for precision agriculture

J Su, X Zhu, S Li, WH Chen - Neurocomputing, 2023 - Elsevier
Precision Agriculture (PA) promises to boost crop productivity while reducing agricultural
costs and environmental footprints, and therefore is attracting ever-increasing interests in …

Deep learning techniques in extreme weather events: A review

S Verma, K Srivastava, A Tiwari, S Verma - arXiv preprint arXiv …, 2023 - arxiv.org
Extreme weather events pose significant challenges, thereby demanding techniques for
accurate analysis and precise forecasting to mitigate its impact. In recent years, deep …

[HTML][HTML] Large-Scale Multi-Objective Imaging Satellite Task Planning Algorithm for Vast Area Mapping

Y Chen, X Shen, G Zhang, Z Lu - Remote Sensing, 2023 - mdpi.com
With satellite quantity and quality development in recent years, remote sensing products in
vast areas are becoming widely used in more and more fields. The acquisition of large …

[HTML][HTML] UCTNet with dual-flow architecture: snow coverage mapping with Sentinel-2 satellite imagery

J Ma, H Shen, Y Cai, T Zhang, J Su, WH Chen, J Li - Remote Sensing, 2023 - mdpi.com
Satellite remote sensing (RS) has been drawing considerable research interest in land-
cover classification due to its low price, short revisit time, and large coverage. However …

[HTML][HTML] Cloud and Snow Identification Based on DeepLab V3+ and CRF Combined Model for GF-1 WFV Images

Z Wang, B Fan, Z Tu, H Li, D Chen - Remote Sensing, 2022 - mdpi.com
Cloud and snow identification in remote sensing images is critical for snow mapping and
snow hydrology research. Aimed at the problem that the semantic segmentation model is …

Uav multispectral remote sensing for yellow rust mapping: Opportunities and challenges

J Su, C Liu, WH Chen - Unmanned Aerial Systems in Precision Agriculture …, 2022 - Springer
Wheat is threatened by various crop stresses in its life-cycle, where yellow rust is a severe
disease significantly impacting wheat yield. This work aims to investigate the use of …

[HTML][HTML] Revisiting the Past: A comparative study for semantic segmentation of historical images of Adelaide Island using U-nets

F Dahle, R Lindenbergh, B Wouters - ISPRS Open Journal of …, 2024 - Elsevier
Abstract The TriMetrogon Aerial (TMA) archive is an archive of historical images of
Antarctica taken by the US Navy between 1940 and 2000 with analogue cameras. The …

Improvement on the Effective Snow Cover Extraction Using Fusion Satellite Images Approach

R Esmaeelzadeh, S Emamgholizadeh… - Journal of the Indian …, 2024 - Springer
Satellite remote sensing and optical and synthetic aperture radar (SAR) instruments can
provide accurate observations of snow cover area (SCA) over inaccessible areas. Both …

[HTML][HTML] Understanding the Susceptibility of the Tropical Proglacial Environment in Peru Using Optical Imagery and Radon Measurements

DA García-Tadeo, M Montoya-Zavaleta, Y Tan - Atmosphere, 2023 - mdpi.com
The tropical glaciers of the Cordillera Blanca have played host to some of the most
significant mass movements ever recorded in the world and Peru; many proglacial lakes …

Climate change analysis based on satellite multispectral image processing in feature selection using reinforcement learning

MY Firdaus, M Kamil - International Journal of Communication …, 2022 - search.proquest.com
Currently private and government agencies use remote sensing images (RSI) for various
applications from military applications to agriculture growth. The images can be …