Joint classification of hyperspectral and LiDAR data using a hierarchical CNN and transformer

G Zhao, Q Ye, L Sun, Z Wu, C Pan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The joint use of multisource remote-sensing (RS) data for Earth observation missions has
drawn much attention. Although the fusion of several data sources can improve the accuracy …

Identification of land cover change and spatial distribution based on topographic variations in Java Island

R Virtriana, MA Deanova, S Safitri, TS Anggraini… - Ecological Frontiers, 2024 - Elsevier
Population growth and rapid development can increase the need for land, especially for
settlements which impacts the reduced land availability on Java Island. This impact is …

The spatial effects of the household's food insecurity levels in Ethiopia: by ordinal geo-additive model

HT Wubetie, T Zewotir, AA Mitku, ZG Dessie - Frontiers in Nutrition, 2024 - frontiersin.org
Background Food insecurity and vulnerability in Ethiopia are historical problems due to
natural-and human-made disasters, which affect a wide range of areas at a higher …

Analisis Sistem Agrometeorologi dalam Meningkatkan Ketahanan Pangan saat Kemarau

G Rusmayadi, U Salawati… - Jurnal Geosains West …, 2023 - wnj.westscience-press.com
Abstrak Ketahanan pangan di Jawa Barat, Indonesia, terancam oleh meningkatnya
frekuensi dan tingkat keparahan kekeringan yang disebabkan oleh perubahan iklim. Sistem …

[HTML][HTML] Developing a spatial-based predictive model for conservation area management prioritization using ecosystem service and site suitability index in Java Island

R Virtriana, TS Anggraini, KTN Ihsan, MN Alifah… - International Journal of …, 2024 - Elsevier
Primary forests in Indonesia are in high decline. The increase in population exacerbates
forest reductions, as forests are changed to settlements. This impacts the loss of biodiversity …

Hyperspectral Image Classification based on Multi-Scale Convolutional Features and Multi-Attention Mechanisms

Q Sun, G Zhao, X Xia, Y Xie, C Fang, L Sun, Z Wu… - Remote Sensing, 2024 - mdpi.com
Convolutional neural network (CNN)-based and Transformer-based methods for
hyperspectral image (HSI) classification have rapidly advanced due to their unique …

CMR-net: A cross modality reconstruction network for multi-modality remote sensing classification

H Wang, H Wang, L Wu - Plos one, 2024 - journals.plos.org
In recent years, the classification and identification of surface materials on earth have
emerged as fundamental yet challenging research topics in the fields of geoscience and …

IFF-Net: Irregular Feature Fusion Network for Multimodal Remote Sensing Image Classification

H Wang, H Wang, L Wu - Applied Sciences, 2024 - mdpi.com
In recent years, classification and identification of Earth's surface materials has been a
challenging research topic in the field of earth science and remote sensing (RS). Although …

A Land cover change analysis of buffer areas in New Capital City of Nusantara, Indonesia: A cellular automata approach on satellite imageries data

MSC Claire, SR Putri… - Proceedings of The …, 2023 - proceedings.stis.ac.id
The proposed plan to move Indonesia's capital city to the New Capital City of Nusantara in
East Kalimantan Province undoubtedly requires careful efforts to ensure food supply for the …

Delivering High-Resolution Historical Remote Sensing Image using Integration of SRGAN

A Vatresia, RD Ismanto, FP Utama… - … , Informatics and its …, 2023 - ieeexplore.ieee.org
High-resolution remote sensing images are used in Earth mapping and sensing. With high
resolution, we can see clearer details and get more accurate information about topography …