Výsledky vyhledávání - "International journal of remote sensing"

Implementation of machine-learning classification in remote sensing: an applied review Autor Maxwell, Aaron E., Warner, Timothy A., Fang, Fang

“…Machine learning offers the potential for effective and efficient classification of remotely sensed imagery. The strengths of machine learning include the…”
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VIIRS night-time lights Autor Elvidge, Christopher D, Baugh, Kimberly, Zhizhin, Mikhail, Hsu, Feng Chi, Ghosh, Tilottama

“…The Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB) collects global low-light imaging data that have significant improvements over…”
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Land cover 2.0 Autor Wulder, Michael A., Coops, Nicholas C., Roy, David P., White, Joanne C., Hermosilla, Txomin

“…Interest in knowing more about the Earth's land cover and how it has changed over time motivated the mission and sensor design of early terrestrial remote…”
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A2-FPN for semantic segmentation of fine-resolution remotely sensed images Autor Li, Rui, Wang, Libo, Zhang, Ce, Duan, Chenxi, Zheng, Shunyi

“…The thriving development of earth observation technology makes more and more high-resolution remote-sensing images easy to obtain. However, caused by…”
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Forestry applications of UAVs in Europe: a review Autor Torresan, Chiara, Berton, Andrea, Carotenuto, Federico, Di Gennaro, Salvatore Filippo, Gioli, Beniamino, Matese, Alessandro, Miglietta, Franco, Vagnoli, Carolina, Zaldei, Alessandro, Wallace, Luke

“…Unmanned aerial vehicles (UAVs) or remotely piloted aircraft systems are new platforms that have been increasingly used over the last decade in Europe to…”
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What good are unmanned aircraft systems for agricultural remote sensing and precision agriculture? Autor Hunt, E. Raymond, Daughtry, Craig S. T.

“…Remote sensing from unmanned aircraft systems (UAS) was expected to be an important new technology to assist farmers with precision agriculture, especially…”
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Urban mapping using DMSP/OLS stable night-time light: a review Autor Li, Xuecao, Zhou, Yuyu

“…The Defense Meteorological Satellite Program/Operational Linescane System (DMSP/OLS) stable night-time light (NTL) data showed great potential in urban extent…”
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Crop type classification using a combination of optical and radar remote sensing data: a review Autor Orynbaikyzy, Aiym, Gessner, Ursula, Conrad, Christopher

“…Reliable and accurate crop classification maps are an important data source for agricultural monitoring and food security assessment studies. For many years,…”
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Sentinel-1-based flood mapping: a fully automated processing chain Autor Twele, André, Cao, Wenxi, Plank, Simon, Martinis, Sandro

“…This article presents an automated Sentinel-1-based processing chain designed for flood detection and monitoring in near-real-time (NRT). Since no user…”
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Feature extraction for hyperspectral image classification: a review Autor Kumar, Brajesh, Dikshit, Onkar, Gupta, Ashwani, Singh, Manoj Kumar

“…Hyperspectral image sensors capture surface reflectance over a range of wavelengths. The fine spectral information is recorded in terms of hundreds of bands…”
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Analysis of various optimizers on deep convolutional neural network model in the application of hyperspectral remote sensing image classification Autor Bera, Somenath, Shrivastava, Vimal K.

“…Hyperspectral image (HSI) classification is a most challenging task in hyperspectral remote sensing field due to unique characteristics of HSI data. It…”
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Landslide mapping with remote sensing: challenges and opportunities Autor Zhong, Cheng, Liu, Yue, Gao, Peng, Chen, Wenlong, Li, Hui, Hou, Yong, Nuremanguli, Tuohuti, Ma, Haijian

“…Landslide mapping is the primary step for landslide investigation and prevention. At present, both the accuracy and the degree of automation of landslide…”
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Finer resolution observation and monitoring of global land cover: first mapping results with Landsat TM and ETM+ data Autor Gong, Peng, Wang, Jie, Yu, Le, Zhao, Yongchao, Zhao, Yuanyuan, Liang, Lu, Niu, Zhenguo, Huang, Xiaomeng, Fu, Haohuan, Liu, Shuang, Li, Congcong, Li, Xueyan, Fu, Wei, Liu, Caixia, Xu, Yue, Wang, Xiaoyi, Cheng, Qu, Hu, Luanyun, Yao, Wenbo, Zhang, Han, Zhu, Peng, Zhao, Ziying, Zhang, Haiying, Zheng, Yaomin, Ji, Luyan, Zhang, Yawen, Chen, Han, Yan, An, Guo, Jianhong, Yu, Liang, Wang, Lei, Liu, Xiaojun, Shi, Tingting, Zhu, Menghua, Chen, Yanlei, Yang, Guangwen, Tang, Ping, Xu, Bing, Giri, Chandra, Clinton, Nicholas, Zhu, Zhiliang, Chen, Jin, Chen, Jun

“…We have produced the first 30 m resolution global land-cover maps using Landsat Thematic Mapper (TM) and Enhanced Thematic Mapper Plus (ETM+) data. We have…”
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Practical guidelines for choosing GLCM textures to use in landscape classification tasks over a range of moderate spatial scales Autor Hall-Beyer, Mryka

“…Texture measurements quantitatively describe relationships of DN values of neighbouring pixels. The output is a continuous measure of spatial information that…”
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Cattle detection and counting in UAV images based on convolutional neural networks Autor Shao, Wen, Kawakami, Rei, Yoshihashi, Ryota, You, Shaodi, Kawase, Hidemichi, Naemura, Takeshi

“…For assistance with grazing cattle management, we propose a cattle detection and counting system based on Convolutional Neural Networks (CNNs) using aerial…”
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An innovative echo detection system with STM32 gated and PMT adjustable gain for airborne LiDAR Autor Zhou, Guoqing, Li, Weihao, Zhou, Xiang, Tan, Yizhi, Lin, Gangchao, Li, Xianxing, Deng, Ronghua

“…In bathymetric Airborne LiDAR (Light Detection And Ranging) for the measurement of various water depths, the echo of the laser signal is amplified by an…”
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Determining tree height and crown diameter from high-resolution UAV imagery Autor Panagiotidis, Dimitrios, Abdollahnejad, Azadeh, Surový, Peter, Chiteculo, Vasco

“…Advances in computer vision and the parallel development of unmanned aerial vehicles (UAVs) allow for the extensive use of UAV in forest inventory and in…”
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A machine learning-based strategy for estimating non-optically active water quality parameters using Sentinel-2 imagery Autor Guo, Hongwei, Huang, Jinhui Jeanne, Chen, Bowen, Guo, Xiaolong, Singh, Vijay P.

“…Water-quality monitoring for small urban waterbodies by remote sensing gets to be difficult due to the coarse spatial resolution of remote-sensing imagery. The…”
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A critical review on multi-sensor and multi-platform remote sensing data fusion approaches: current status and prospects Autor Samadzadegan, Farhad, Toosi, Ahmad, Dadrass Javan, Farzaneh

“…Numerous remote sensing (RS) systems currently collect data about Earth and its environments. However, each system provides limited data in terms of spatial…”
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UAS, sensors, and data processing in agroforestry: a review towards practical applications Autor Pádua, Luís, Vanko, Jakub, Hruška, Jonáš, Adão, Telmo, Sousa, Joaquim J., Peres, Emanuel, Morais, Raul

“…The aim of this study is twofold: first, to present a survey of the actual and most advanced methods related to the use of unmanned aerial systems (UASs) that…”
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