International Journal of Remote Sensing, Volume 42, Issue 5 (2021)

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International Journal of Remote Sensing, Volume 42, Issue 5 (2021)

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Drones Paper

Article
Mapping winter-wheat biomass and grain yield based on a crop model and UAV remote sensing
Jibo Yue, Haikuan Feng, Zhenhai Li, Chengquan Zhou & Kaijian Xu
Pages: 1577-1601
Published online: 22 Oct 2020
AbstractforMapping winter-wheat biomass and grain yield based on a crop model and UAV remote sensing | Full Text | References | PDF (6.8 MB) | EPUB
  • 1434 Views
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Article
Estimation of winter-wheat above-ground biomass using the wavelet analysis of unmanned aerial vehicle-based digital images and hyperspectral crop canopy images
Jibo Yue, Chengquan Zhou, Wei Guo, Haikuan Feng & Kaijian Xu
Pages: 1602-1622
Published online: 21 Oct 2020
AbstractforEstimation of winter-wheat above-ground biomass using the wavelet analysis of unmanned aerial vehicle-based digital images and hyperspectral crop canopy images | Full Text | References | PDF (6.1 MB) | EPUB
  • 620 Views
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Drones paper

Article
Exploring the use of Unmanned Aerial Vehicles (UAVs) with the simplified ‘triangle’ technique for soil water content and evaporative fraction retrievals in a Mediterranean setting
George P. Petropoulos, Antonino Maltese, Toby N. Carlson, Giuseppe Provenzano, Andrew Pavlides, Giuseppe Ciraolo, Dionissios Hristopulos, Fulvio Capodici, Christos Chalkias, Gino Dardanelli & Salvatore Manfreda
Pages: 1623-1642
Published online: 24 Nov 2020
AbstractforExploring the use of Unmanned Aerial Vehicles (UAVs) with the simplified ‘triangle’ technique for soil water content and evaporative fraction retrievals in a Mediterranean setting | Full Text | References | PDF (9.6 MB) | EPUB
  • 527 Views
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Article
Extracting three-dimensional (3D) spatial information from sequential oblique unmanned aerial system (UAS) imagery for digital surface modeling
Min-Lung Cheng & Masashi Matsuoka
Pages: 1643-1663
Published online: 18 Nov 2020
AbstractforExtracting three-dimensional (3D) spatial information from sequential oblique unmanned aerial system (UAS) imagery for digital surface modeling | Full Text | References | PDF (5.4 MB) | EPUB
  • 2699 Views
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Open Access
Article
Online collaboration-based visual tracking for unmanned aerial vehicle with spatial-to-semantic information and multi-recommender voting.
Changhong Fu, Yiming Li, Ziyuan Huang, Yiyong Sun & Jianyu Yang
Pages: 1664-1687
Published online: 20 Dec 2020
AbstractforOnline collaboration-based visual tracking for unmanned aerial vehicle with spatial-to-semantic information and multi-recommender voting. | Full Text | References | PDF (13.4 MB) | EPUB
  • 224 Views
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Research Article

Article
Inversion of the leaf area index of rice fields using vegetation isoline patterns considering the fraction of vegetation cover
Yu Sun, Lei Lu & Yong Liu
Pages: 1688-1712
Published online: 20 Dec 2020
AbstractforInversion of the leaf area index of rice fields using vegetation isoline patterns considering the fraction of vegetation cover | Full Text | References | PDF (4.8 MB) | EPUB
  • 327 Views
  • 5 CrossRef citations
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Article
A global method to identify trees outside of closed-canopy forests with medium-resolution satellite imagery
John Brandt & Fred Stolle
Pages: 1713-1737
Published online: 20 Dec 2020
AbstractforA global method to identify trees outside of closed-canopy forests with medium-resolution satellite imagery | Full Text | References | PDF (10 MB) | EPUB
  • 890 Views
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Article
Remote sensing versus the area sampling frame method in paddy rice acreage estimation in Indramayu regency, West Java province, Indonesia
Laju Gandharum, Mari E. Mulyani, Djoko M. Hartono, Asep Karsidi & Mubariq Ahmad
Pages: 1738-1767
Published online: 20 Dec 2020
AbstractforRemote sensing versus the area sampling frame method in paddy rice acreage estimation in Indramayu regency, West Java province, Indonesia | Full Text | References | PDF (5.2 MB) | EPUB
  • 3741 Views
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Open Access
Article
Improving the monitoring of sugarcane residues in a tropical environment based on laboratory and Sentinel-2 data
Natasha Valadares dos Santos, José A. M. Demattê & Nélida Elizabet Quiñonez Silvero
Pages: 1768-1784
Published online: 20 Dec 2020
AbstractforImproving the monitoring of sugarcane residues in a tropical environment based on laboratory and Sentinel-2 data | Full Text | References | PDF (4 MB) | EPUB | Supplemental
  • 217 Views
  • 3 CrossRef citations
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Article
Semantic segmentation of major macroalgae in coastal environments using high-resolution ground imagery and deep learning
Jesús Balado, Celia Olabarria, Joaquín Martínez-Sánchez, José R. Rodríguez-Pérez & Arias Pedro
Pages: 1785-1800
Published online: 20 Dec 2020
AbstractforSemantic segmentation of major macroalgae in coastal environments using high-resolution ground imagery and deep learning | Full Text | References | PDF (4.2 MB) | EPUB
  • 770 Views
  • 24 CrossRef citations
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Article
A self-attention capsule feature pyramid network for water body extraction from remote sensing imagery
Yongtao Yu, Yuting Yao, Haiyan Guan, Dilong Li, Zuojun Liu, Lanfang Wang, Changhui Yu, Shaozhang Xiao, Wenhao Wang & Lv Chang
Pages: 1801-1822
Published online: 20 Dec 2020
AbstractforA self-attention capsule feature pyramid network for water body extraction from remote sensing imagery | Full Text | References | PDF (8.4 MB) | EPUB
  • 601 Views
  • 16 CrossRef citations
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Article
Comparison analysis of global methane concentration derived from SCIAMACHY, AIRS, and GOSAT with surface station measurements
Linjing Zhang, Chong Wei, Hui Liu, Hong Jiang, Xuehe Lu, Xiuying Zhang & Chen Jiang
Pages: 1823-1840
Published online: 20 Dec 2020
AbstractforComparison analysis of global methane concentration derived from SCIAMACHY, AIRS, and GOSAT with surface station measurements | Full Text | References | PDF (7.7 MB) | EPUB
  • 340 Views
  • 3 CrossRef citations
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Article
A machine learning-based strategy for estimating non-optically active water quality parameters using Sentinel-2 imagery
Hongwei Guo, Jinhui Jeanne Huang, Bowen Chen, Xiaolong Guo & Vijay P. Singh
Pages: 1841-1866
Published online: 20 Dec 2020
AbstractforA machine learning-based strategy for estimating non-optically active water quality parameters using Sentinel-2 imagery | Full Text | References | PDF (14.6 MB) | EPUB | Supplemental
  • 1444 Views
  • 61 CrossRef citations
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Article
Semi-supervised Classification of Paddy Fields from Dual Polarized Synthetic Aperture Radar (SAR) images using Deep Learning
Ankita Chatterjee, Jayanta Mukherjee, Subhas Aikat & Arundhati Misra
Pages: 1867-1892
Published online: 20 Dec 2020
AbstractforSemi-supervised Classification of Paddy Fields from Dual Polarized Synthetic Aperture Radar (SAR) images using Deep Learning | Full Text | References | PDF (3.9 MB) | EPUB
  • 430 Views
  • 5 CrossRef citations
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Article
Assessing Crop Water Stress Index of Citrus Using In-Situ Measurements, Landsat, and Sentinel-2 Data
Sajad Jamshidi, Shahrokh Zand-Parsa & Dev Niyogi
Pages: 1893-1916
Published online: 20 Dec 2020
AbstractforAssessing Crop Water Stress Index of Citrus Using In-Situ Measurements, Landsat, and Sentinel-2 Data | Full Text | References | PDF (6.1 MB) | EPUB
  • 1255 Views
  • 37 CrossRef citations
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Article
A new indicator of forest fire risk for Indonesia based on peat soil reflectance spectra measurements
Asahi Hashimoto, Hendrik Segah, Nina Yulianti, Nobuyasu Naruse & Yukihiro Takahashi
Pages: 1917-1927
Published online: 20 Dec 2020
AbstractforA new indicator of forest fire risk for Indonesia based on peat soil reflectance spectra measurements | Full Text | References | PDF (6.7 MB) | EPUB | Supplemental
  • 317 Views
  • 6 CrossRef citations
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Article
New empirical backscattering models for estimating bare soil surface parameters
S. Mohammad Mirmazloumi, Mahmod Reza Sahebi & Meisam Amani
Pages: 1928-1947
Published online: 20 Dec 2020
AbstractforNew empirical backscattering models for estimating bare soil surface parameters | Full Text | References | PDF (1.5 MB) | EPUB
  • 168 Views
  • 3 CrossRef citations
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Article
A spatial-spectral clustering-based algorithm for endmember extraction and hyperspectral unmixing
Xiaoyu Cheng, Zhouyin Cai, Jia Li, Maoxing Wen, Yueming Wang & Dan Zeng
Pages: 1948-1972
Published online: 20 Dec 2020
AbstractforA spatial-spectral clustering-based algorithm for endmember extraction and hyperspectral unmixing | Full Text | References | PDF (12.6 MB) | EPUB
  • 376 Views
  • 8 CrossRef citations
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