Measurement of urban vitality with time-lapsed street-view images and object-detection for scalable assessment of pedestrian-sidewalk dynamics [0.03%]
基于时间序列街景图像及物体检测的城区活力度量研究及步道人流规模评估应用
Ricky Nathvani,Alicia Cavanaugh,Esra Suel et al.
Ricky Nathvani et al.
Principles of dense, mixed-use environments and pedestrianisation are influential in urban planning practice worldwide. A key outcome espoused by these principles is generating "urban vitality", the continuous use of street sidewalk infrast...
Enabling country-scale land cover mapping with meter-resolution satellite imagery [0.03%]
利用亚米分辨率卫星遥感数据开展国家尺度的地表覆盖制图研究
Xin-Yi Tong,Gui-Song Xia,Xiao Xiang Zhu
Xin-Yi Tong
High-resolution satellite images can provide abundant, detailed spatial information for land cover classification, which is particularly important for studying the complicated built environment. However, due to the complex land cover patter...
Semi-supervised bidirectional alignment for Remote Sensing cross-domain scene classification [0.03%]
半监督双向对齐的遥感跨领域场景分类方法
Wei Huang,Yilei Shi,Zhitong Xiong et al.
Wei Huang et al.
Remote sensing (RS) image scene classification has obtained increasing attention for its broad application prospects. Conventional fully-supervised approaches usually require a large amount of manually-labeled data. As more and more RS imag...
Retrieval of carbon content and biomass from hyperspectral imagery over cultivated areas [0.03%]
农耕区域的高光谱图像中碳含量和生物量的反演研究
Matthias Wocher,Katja Berger,Jochem Verrelst et al.
Matthias Wocher et al.
Spaceborne imaging spectroscopy is a highly promising data source for all agricultural management and research disciplines that require spatio-temporal information on crop properties. Recently launched science-driven missions, such as the E...
Mapping landscape canopy nitrogen content from space using PRISMA data [0.03%]
基于PRISMA数据的植被叶片氮素含量遥感估算研究
Jochem Verrelst,Juan Pablo Rivera-Caicedo,Pablo Reyes-Muñoz et al.
Jochem Verrelst et al.
Satellite imaging spectroscopy for terrestrial applications is reaching maturity with recently launched and upcoming science-driven missions, e.g. PRecursore IperSpettrale della Missione Applicativa (PRISMA) and Environmental Mapping and An...
Hybrid retrieval of crop traits from multi-temporal PRISMA hyperspectral imagery [0.03%]
基于多时相PRISMA高光谱影像的作物性状杂交检索方法研究
Giulia Tagliabue,Mirco Boschetti,Gabriele Bramati et al.
Giulia Tagliabue et al.
The recently launched and upcoming hyperspectral satellite missions, featuring contiguous visible-to-shortwave infrared spectral information, are opening unprecedented opportunities for the retrieval of a broad set of vegetation traits with...
Remote sensing algorithms for estimation of fractional vegetation cover using pure vegetation index values: A review [0.03%]
基于纯植被指数值的植被覆盖度估算遥感算法研究综述
Lin Gao,Xiaofei Wang,Brian Alan Johnson et al.
Lin Gao et al.
Green fractional vegetation cover (fc ) is an important phenotypic factor in the fields of agriculture, forestry, and ecology. Spatially explicit monitoring of fc via relative vegetation abundance (RA) algorithms, especially those based on ...
Gaussian processes retrieval of LAI from Sentinel-2 top-of-atmosphere radiance data [0.03%]
基于Sentinel-2大气顶辐亮度数据的高斯过程叶面积指数反演
José Estévez,Jorge Vicent,Juan Pablo Rivera-Caicedo et al.
José Estévez et al.
Retrieval of vegetation properties from satellite and airborne optical data usually takes place after atmospheric correction, yet it is also possible to develop retrieval algorithms directly from top-of-atmosphere (TOA) radiance data. One o...
Conterminous United States land cover change patterns 2001-2016 from the 2016 National Land Cover Database [0.03%]
基于NLCD2016的美国本土地区2001-2016年土地覆盖变化格局分析
Collin Homer,Jon Dewitz,Suming Jin et al.
Collin Homer et al.
The 2016 National Land Cover Database (NLCD) product suite (available on www.mrlc.gov), includes Landsat-based, 30 m resolution products over the conterminous (CONUS) United States (U.S.) for land cover, urban imperviousness, and tree, shru...
Multimodal remote sensing benchmark datasets for land cover classification with a shared and specific feature learning model [0.03%]
具有共享和特定特征学习模型的地被分类多模态遥感基准数据集
Danfeng Hong,Jingliang Hu,Jing Yao et al.
Danfeng Hong et al.
As remote sensing (RS) data obtained from different sensors become available largely and openly, multimodal data processing and analysis techniques have been garnering increasing interest in the RS and geoscience community. However, due to ...