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Ditemukan 3 dari pencarian Anda melalui kata kunci: author="Timothy Mayer"
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Comparing Deep Learning models for mapping rice cultivation area in Bhutan us…
Komentar Bagikan
Timothy MayerBiplov Bhandari

Crop type and crop extent are critical information that helps policymakers make informed decisions on food security. As the economic growth of Bhutan has increased at an annual rate of 7.5% over the last three decades, there is a need to provide geospatial products that can be leveraged by local experts to support decision-making in the context of economic and population growth effects and impa…

Edisi
Vol.15, January 2025
ISBN/ISSN
1872-8235
Deskripsi Fisik
17 hlm PDF, 9.124 KB
Judul Seri
ISPRS Open Journal of Photogrammetry and Remote Sensing
No. Panggil
621.3678
cover
Deep learning approach for Sentinel-1 surface water mapping leveraging
Komentar Bagikan
Ate PoortingaNyein Soe ThwalTimothy MayerBiplov BhandariKel MarkertAndrea P. NicolauNicholas ClintonDavid SaahAmanda MarkertArjen HaagJohn KilbrideFarrukh ChishtieAmit Wadhwa

Satellite remote sensing plays an important role in mapping the location and extent of surface water. A variety of approaches are available for mapping surface water, but deep learning approaches are not commonplace as they are ‘data hungry’ and require large amounts of computational resources. However, with the availability of various satellite sensors and rapid development in cloud comput…

Edisi
Vol.2, December 2021
ISBN/ISSN
1872-8235
Deskripsi Fisik
13 hlm PDF, 4.033 KB
Judul Seri
ISPRS Open Journal of Photogrammetry and Remote Sensing
No. Panggil
621.3678
cover
Mapping sugarcane in Thailand using transfer learning, a lightweight convolut…
Komentar Bagikan
Ate PoortingaNyein Soe ThwalTimothy MayerBiplov BhandariKel MarkertAndrea P. NicolauJohn DilgerKaris TennesonNicholas ClintonDavid Saah

Air pollution from burning sugarcane is an important environmental issue in Thailand. Knowing the location and extent of sugarcane plantations would help in formulating effective strategies to reduce burning. High resolution satellite imagery combined with deep-learning technologies can be effective to map sugarcane with high precision. However, land cover mapping using high resolution data and…

Edisi
Vol.1, October 2021
ISBN/ISSN
1872-8235
Deskripsi Fisik
8 hlm. PDF, 2.575 KB
Judul Seri
ISPRS Open Journal of Photogrammetry and Remote Sensing
No. Panggil
621.3678