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ORCIDInternational Journal of Applied Earth Observation and Geoinformation, Volume 112
Volume 112, August 2022
- Ruilin Ye, Zhou Huang
, Linna Li, Xv Shan:
GeoUNet: A novel AI model for high-resolution mapping of ecological footprint. 102803 - Jingbo Li, Changchun Li, Weimeng Xu, Haikuan Feng, Fa Zhao, Huiling Long, Yang Meng, Weinan Chen, Hao Yang, Guijun Yang:
Fusion of optical and SAR images based on deep learning to reconstruct vegetation NDVI time series in cloud-prone regions. 102818 - Ziyi Chen, Liai Deng, Yuhua Luo, Dilong Li, José Marcato Junior, Wesley Nunes Gonçalves, Abdul Awal Md Nurunnabi, Jonathan Li, Cheng Wang, Deren Li:
Road extraction in remote sensing data: A survey. 102833 - Leiyang Zhong, Ying Zhou, Song Gao, Zhaoyang Yu, Zhifeng Ma, Xiaoming Li, Yang Yue, Jizhe Xia:
COVID-19 lockdown introduces human mobility pattern changes for both Guangdong-Hong Kong-Macao greater bay area and the San Francisco bay area. 102848 - Negar Shabanpour, Seyed Vahid Razavi Termeh, Abolghasem Sadeghi-Niaraki, Soo-Mi Choi, Tamer Abuhmed:
Integration of machine learning algorithms and GIS-based approaches to cutaneous leishmaniasis prevalence risk mapping. 102854 - Yiming Zhang, Ningyezi Peng, Shujuan Yang, Peng Jia:
Associations between nighttime light and COVID-19 incidence and mortality in the United States. 102855 - Juan Manuel Jurado, Alfonso López, Luís Pádua, Joaquim João Sousa:
Remote sensing image fusion on 3D scenarios: A review of applications for agriculture and forestry. 102856 - Zongtian Hu, Chi Chen, Bisheng Yang, Zhiye Wang, Ruiqi Ma, Weitong Wu, Wenlu Sun:
Geometric feature enhanced line segment extraction from large-scale point clouds with hierarchical topological optimization. 102858 - Hui En Pang, Filip Biljecki:
3D building reconstruction from single street view images using deep learning. 102859 - E. Kosczor, Matthias Forkel, Jaime Hernández, D. Kinalczyk, Francesco Pirotti, Erico Kutchartt:
Assessing land surface phenology in Araucaria-Nothofagus forests in Chile with Landsat 8/Sentinel-2 time series. 102862 - Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata:
Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning. 102863 - João Valente, Santosh Hiremath, Mar Ariza-Sentís, Marty Doldersum, Lammert Kooistra:
Mapping of Rumex obtusifolius in nature conservation areas using very high resolution UAV imagery and deep learning. 102864 - Feihao Chen, Jin Yeu Tsou:
Assessing the effects of convolutional neural network architectural factors on model performance for remote sensing image classification: An in-depth investigation. 102865 - Aleksi Räsänen, Anne Tolvanen, Santtu Kareksela:
Monitoring peatland water table depth with optical and radar satellite imagery. 102866 - Jiehua Cai, Lu Zhang, Jie Dong, Changcheng Wang, Mingsheng Liao:
Polarimetric SAR pixel offset tracking for large-gradient landslide displacement mapping. 102867 - Wenfu Wu, Zhenfeng Shao, Xiao Huang, Jiahua Teng, Songjing Guo, Deren Li:
Quantifying the sensitivity of SAR and optical images three-level fusions in land cover classification to registration errors. 102868 - Caroline M. Gevaert:
Explainable AI for earth observation: A review including societal and regulatory perspectives. 102869 - Kirrilly Pfitzner, Renée E. Bartolo, Timothy G. Whiteside, David A. Loewensteiner, Andrew J. Esparon:
Multi-temporal spectral reflectance of tropical savanna understorey species and implications for hyperspectral remote sensing. 102870 - Jiang Long, Mengmeng Li, Xiaoqin Wang, Alfred Stein:
Delineation of agricultural fields using multi-task BsiNet from high-resolution satellite images. 102871 - Huan Xie, Yuan Sun, Qi Xu, Binbin Li, Yalei Guo, Xiaoshuai Liu, Peiqi Huang, Xiaohua Tong:
Converting along-track photons into a point-region quadtree to assist with ICESat-2-based canopy cover and ground photon detection. 102872 - Ndeye Marame Ngom, Modou Mbaye, David Baratoux, Lenka Baratoux, Kouassi Ernest Ahoussi, Kan Jean Kouamé, Gayane Faye, El Hadji Sow:
Recent expansion of artisanal gold mining along the Bandama River (Côte d'Ivoire). 102873 - Hongjie He, Hongzhang Xu, Ying Zhang, Kyle Gao, Huxiong Li, Lingfei Ma, Jonathan Li:
Mask R-CNN based automated identification and extraction of oil well sites. 102875 - Ningsang Jiang, Peng Li, Zhiming Feng:
Remote sensing of swidden agriculture in the tropics: A review. 102876 - Maxwell Jong, Kaiyu Guan, Sibo Wang, Yizhi Huang, Bin Peng:
Improving field boundary delineation in ResUNets via adversarial deep learning. 102877 - Marcel M. El Hajj, Samer Al-Mashharawi, Kasper Johansen, Jamal Elfarkh, Matthew F. McCabe:
Exploring the use of synthetic aperture radar data for irrigation management in super high-density olive orchards. 102878 - Yanhao Xu, Lisheng Song, William P. Kustas, Kejia Xue, Shaomin Liu, Mingguo Ma, Tongren Xu, Long Zhao:
Application of the two-source energy balance model with microwave-derived soil moisture in a semi-arid agricultural region. 102879 - Jifa Chen, Buyang Sun, Lizhe Wang, Bo Fang, Yali Chang, Yukun Li, Junpeng Zhang, Xianlin Lyu, Gang Chen:
Semi-supervised semantic segmentation framework with pseudo supervisions for land-use/land-cover mapping in coastal areas. 102881 - Bingxin Bai, Yumin Tan, Kailei Zhou, Gennadii Donchyts, Arjen Haag, Albrecht H. Weerts:
Time-series surface water gap filling based on spatiotemporal neighbourhood similarity. 102882 - Wenxue Xu, Fan Zhang, Tao Jiang, Yikai Feng, Yanxiong Liu, Zhipeng Dong, Qiuhua Tang:
Feature curve-based registration for airborne LiDAR bathymetry point clouds. 102883 - Eric Chraibi, Florian de Boissieu, Nicolas Barbier, Sandra Luque, Jean-Baptiste Féret:
Stability in time and consistency between atmospheric corrections: Assessing the reliability of Sentinel-2 products for biodiversity monitoring in tropical forests. 102884 - Chengqian Zhang, Xiaodong Chen, Shunying Ji:
Semantic image segmentation for sea ice parameters recognition using deep convolutional neural networks. 102885 - Jingxian Wei, Wenze Yue, Mengmeng Li, Jiabin Gao:
Mapping human perception of urban landscape from street-view images: A deep-learning approach. 102886 - Haoyu Wu, Qing Zhu, Yongxin Guo, Weipeng Zheng, Liguo Zhang, Qiang Wang, Runfang Zhou, Yuling Ding, Wei Wang, Saied Pirasteh, Mingwei Liu:
Multi-level voxel representations for digital twin models of tunnel geological environment. 102887 - Chao Zhang, Jinwei Dong, Yanhua Xie, Xuezhen Zhang, Quansheng Ge:
Mapping irrigated croplands in China using a synergetic training sample generating method, machine learning classifier, and Google Earth Engine. 102888 - Peng Shen, Changcheng Wang, Chihao Hu, Jun Hu, Haiqiang Fu, Jianjun Zhu:
JPPL: A joint-polarization phase linking algorithm for phase optimization of TSPolInSAR data. 102889 - Bolin Fu, Xu He, Hang Yao, Yiyin Liang, Tengfang Deng, Hongchang He, Donglin Fan, Guiwen Lan, Wen He:
Comparison of RFE-DL and stacking ensemble learning algorithms for classifying mangrove species on UAV multispectral images. 102890 - Anushree Badola, Santosh K. Panda, Dar A. Roberts, Christine F. Waigl, Randi R. Jandt, Uma S. Bhatt:
A novel method to simulate AVIRIS-NG hyperspectral image from Sentinel-2 image for improved vegetation/wildfire fuel mapping, boreal Alaska. 102891 - Abhilash Singh, Mood Niranjan Naik, Kumar Gaurav:
Drainage congestion due to road network on the Kosi alluvial Fan, Himalayan Foreland. 102892 - Lingting Lei, Tian Yin, Guoqi Chai, Yingbo Li, Yueting Wang, Xiang Jia, Xiaoli Zhang:
A novel algorithm of individual tree crowns segmentation considering three-dimensional canopy attributes using UAV oblique photos. 102893 - Vibeke Skytt, Gaël Kermarrec, Tor Dokken:
LR B-splines to approximate bathymetry datasets: An improved statistical criterion to judge the goodness of fit. 102894 - Zhouyan Qiu, Joaquín Martínez-Sánchez, Víctor M. Brea, Paula López, Pedro Arias:
Low-cost mobile mapping system solution for traffic sign segmentation using Azure Kinect. 102895 - Bo Ren, Shibin Ma, Biao Hou, Danfeng Hong, Jocelyn Chanussot, Jianlong Wang, Licheng Jiao:
A dual-stream high resolution network: Deep fusion of GF-2 and GF-3 data for land cover classification. 102896 - Sensen Wu, Jin Qi, Zhen Yan, Fangzheng Lyu, Tao Lin, Yuanyuan Wang, Zhenhong Du:
Spatiotemporal assessments of nutrients and water quality in coastal areas using remote sensing and a spatiotemporal deep learning model. 102897 - Siavash Shami, Mahdi Khoshlahjeh Azar, Faramarz Nilfouroushan, Maryam Salimi, Mir Amir Mohammad Reshadi:
Assessments of ground subsidence along the railway in the Kashan plain, Iran, using Sentinel-1 data and NSBAS algorithm. 102898 - Yuanzhao Qing, Dongping Ming, Qi Wen, Qihao Weng, Lu Xu, Yangyang Chen, Yi Zhang, Beichen Zeng:
Operational earthquake-induced building damage assessment using CNN-based direct remote sensing change detection on superpixel level. 102899 - Junqiao Zhao, Qiaoyu Xu, Sisi Zlatanova, Liu Liu, Chen Ye, Tiantian Feng:
Weighted octree-based 3D indoor pathfinding for multiple locomotion types. 102900 - Pu Zhang, Zhipeng Li, Heyu Zhang, Jie Ding, Xufeng Zhang, Rui Peng, Yiming Feng:
Simulation model of vegetation dynamics by combining static and dynamic data using the gated recurrent unit neural network-based method. 102901 - Chen Zhang, Zhengwei Yang, Haoteng Zhao, Ziheng Sun, Liping Di, Rajat Bindlish, Pang-Wei Liu, Andreas Colliander, Rick Mueller, Wade T. Crow, Rolf H. Reichle, John D. Bolten, Simon H. Yueh:
Crop-CASMA: A web geoprocessing and map service based architecture and implementation for serving soil moisture and crop vegetation condition data over U.S. Cropland. 102902 - Yi Lin, Tinghui Zhang, Xuanqi Liu, Jie Yu, Jonathan Li, Kyle Gao:
Dynamic monitoring and modeling of the growth-poverty-inequality trilemma in the Nile River Basin with consistent night-time data (2000-2020). 102903 - Zhipeng Luo, Pengxin Chen, Wenzhong Shi, Jonathan Li:
IDA-Net: Intensity-distribution aware networks for semantic segmentation of 3D MLS point clouds in indoor corridor environments. 102904 - RunaA, Tingwei Cui, Song Qing, Ting Wei, Bing Mu, Yanfang Xiao, Yanlong Chen, Yuhai Bao, Jie Zhang:
Decade-low aerosol levels over the Bohai and Yellow Seas amid the COVID-19 lockdown. 102905 - Hamid Ghanbari, Dermot Antoniades:
Convolutional neural networks for mapping of lake sediment core particle size using hyperspectral imaging. 102906 - Fulong Chen, Huadong Guo, Deodato Tapete, Francesca Cigna, Salvatore Piro, Rosa Lasaponara, Nicola Masini:
The role of imaging radar in cultural heritage: From technologies to applications. 102907 - Mingci Li, Chunxia Zhou, Xiaoli Chen, Yong Liu, Bing Li, Tingting Liu:
Improvement of the feature tracking and patter matching algorithm for sea ice motion retrieval from SAR and optical imagery. 102908 - Qingyu Li, Hannes Taubenböck, Yilei Shi, Stefan Auer, Robert Roschlaub, Clemens Glock, Anna M. Kruspe, Xiao Xiang Zhu:
Identification of undocumented buildings in cadastral data using remote sensing: Construction period, morphology, and landscape. 102909 - Osmar Luiz Ferreira de Carvalho Jr., Osmar Abílio de Carvalho Júnior, Anesmar Olino de Albuquerque, Níckolas Castro Santana, Díbio Leandro Borges, Argélica Saiaka Luiz, Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães:
Multispectral panoptic segmentation: Exploring the beach setting with worldview-3 imagery. 102910 - Jacek Andrzej Urbanski:
Monitoring and classification of high Arctic lakes in the Svalbard Islands using remote sensing. 102911 - Chenchen Jiang, Huazhong Ren, Xin Ye, Jinshun Zhu, Hui Zeng, Yang Nan, Min Sun, Xiang Ren, Hongtao Huo:
Object detection from UAV thermal infrared images and videos using YOLO models. 102912 - Qingkai Meng, Xiaoqing Chen, Xinhua Huang, Yuefei Huang, Ying Peng, Yong Zhang, Jing Zhen:
Monitoring glacier terminus and surface velocity changes over different time scales using massive imagery analysis and offset tracking at the Hoh Xil World Heritage Site, Qinghai-Tibet Plateau. 102913 - Lanxing Wang, Qunming Wang:
Fast spatial-spectral random forests for thick cloud removal of hyperspectral images. 102916 - Dimitrios Panagiotidis, Azadeh Abdollahnejad, Martin Slavík:
3D point cloud fusion from UAV and TLS to assess temperate managed forest structures. 102917 - Rong Zhang, Mingming Jia, Zongming Wang, Yaming Zhou, Dehua Mao, Chunying Ren, Chuanpeng Zhao, Xianzhao Liu:
Tracking annual dynamics of mangrove forests in mangrove National Nature Reserves of China based on time series Sentinel-2 imagery during 2016-2020. 102918 - Lauri Mehtätalo, Adil Yazigi, Kasper Kansanen, Petteri Packalen, Timo Lähivaara, Matti Maltamo, Mari Myllymäki, Antti Penttinen:
Estimation of forest stand characteristics using individual tree detection, stochastic geometry and a sequential spatial point process model. 102920 - Zhiyuan Xie, Umesh K. Haritashya, Vijayan K. Asari, Michael P. Bishop, Jeffrey S. Kargel, Theus H. Aspiras:
GlacierNet2: A hybrid Multi-Model learning architecture for alpine glacier mapping. 102921 - Yan Tong, Lian Feng, Dan Zhao, Wang Xu, Chunmiao Zheng:
Remote sensing of chlorophyll-a concentrations in coastal oceans of the Greater Bay Area in China: Algorithm development and long-term changes. 102922 - Yongqing Li, Weimin Huang, Xinrong Lyu, Shanwei Liu, Zhe Zhao, Peng Ren:
An adversarial learning approach to forecasted wind field correction with an application to oil spill drift prediction. 102924 - Jiaxin Li, Danfeng Hong, Lianru Gao, Jing Yao, Ke Zheng, Bing Zhang, Jocelyn Chanussot:
Deep learning in multimodal remote sensing data fusion: A comprehensive review. 102926 - Yonghong Zhang, Jujie Wei, M. Duan, Yonghui Kang, Q. He, Hongan Wu, Zhong Lu:
Coherent pixel selection using a dual-channel 1-D CNN for time series InSAR analysis. 102927 - Kai Li, Juanle Wang, Wenjing Cheng, Yi Wang, Yezhi Zhou, Altansukh Ochir:
Deep learning empowers the Google Earth Engine for automated water extraction in the Lake Baikal Basin. 102928 - Yifan Zhu, Fei Guo, Xiaohong Zhang:
Effect of surface temperature on soil moisture retrieval using CYGNSS. 102929 - Bo Yu, Aqiang Yang, Fang Chen, Ning Wang, Lei Wang:
SNNFD, spiking neural segmentation network in frequency domain using high spatial resolution images for building extraction. 102930 - Wei Liu, Jiawei Liu, Zhipeng Luo, Hongbin Zhang, Kyle Gao, Jonathan Li:
Weakly supervised high spatial resolution land cover mapping based on self-training with weighted pseudo-labels. 102931 - Jing Yao, Xiaoxiang Zhang, Weicong Luo, Changjun Liu, Liliang Ren:
Applications of Stacking/Blending ensemble learning approaches for evaluating flash flood susceptibility. 102932 - Yuhe Zhao, Minyu Wang, Tianxiang Zhao, Yi Luo, Yuhan Li, Kai Yan, Lei Lu, Ngoc Nguyen Tran, Xiaodan Wu, Xuanlong Ma:
Evaluating the potential of H8/AHI geostationary observations for monitoring vegetation phenology over different ecosystem types in northern China. 102933 - Jakub Nowosad, Tomasz F. Stepinski:
Extended SLIC superpixels algorithm for applications to non-imagery geospatial rasters. 102935 - Pengyuan Liu, Filip Biljecki:
A review of spatially-explicit GeoAI applications in Urban Geography. 102936 - Philippe Rufin, Adia Bey, Michelle Cristina Araújo Picoli, Patrick Meyfroidt:
Large-area mapping of active cropland and short-term fallows in smallholder landscapes using PlanetScope data. 102937 - Joseph Ofori Acheampong, Emmanuel Morgan Attua, Michael Mensah, Benedicta Y. Fosu-Mensah, Roland Akuka Apambilla, Eric Kofi Doe:
Livelihood, carbon and spatiotemporal land-use land-cover change in the Yenku forest reserve of Ghana, 2000-2020. 102938 - Jean-Pierre Renaud, Ankit Sagar, Pierre Barbillon, Olivier Bouriaud, Christine Deleuze, Cédric Véga:
Characterizing the calibration domain of remote sensing models using convex hulls. 102939 - Qidi Shu, Jun Pan, Zhuoer Zhang, Mi Wang:
DPCC-Net: Dual-perspective change contextual network for change detection in high-resolution remote sensing images. 102940 - Timo P. Pitkänen, S. Bianchi, Annika Kangas:
Quantifying the effects of competition on the dimensions of Scots pine and Norway spruce crowns. 102941 - Yecheng Zhang, Qimin Zhang, Yuxuan Zhao, Yunjie Deng, Hao Zheng:
Urban spatial risk prediction and optimization analysis of POI based on deep learning from the perspective of an epidemic. 102942 - Jintao Li, Hangbin Wu, Zhihua Xiao, Huaqing Lu:
3D modeling of laser-scanned trees based on skeleton refined extraction. 102943 - Shaocong Liu, Tao Wang, Yan Zhang, Ruqin Zhou, Chenguang Dai, Yongsheng Zhang, Haozhen Lei, Hanyun Wang:
Rethinking of learning-based 3D keypoints detection for large-scale point clouds registration. 102944 - Khalid A. Almalki, Mobarak S. Al Mosallam, Thamer Aldaajani, Ali A. Al-Namazi:
Landforms characterization of Saudi Arabia: Towards a geomorphological map. 102945 - Stefano Puliti, Rasmus Astrup:
Automatic detection of snow breakage at single tree level using YOLOv5 applied to UAV imagery. 102946 - Jingtao Li, Xinyu Wang, Hengwei Zhao, Xin Hu, Yanfei Zhong:
Detecting pine wilt disease at the pixel level from high spatial and spectral resolution UAV-borne imagery in complex forest landscapes using deep one-class classification. 102947 - Pengliang Wei, Dengfeng Chai, Ran Huang, Dailiang Peng, Tao Lin, Jinming Sha, Weiwei Sun, Jingfeng Huang:
Rice mapping based on Sentinel-1 images using the coupling of prior knowledge and deep semantic segmentation network: A case study in Northeast China from 2019 to 2021. 102948 - Weiran Luo, Chengcai Zhang, Ying Li, Feng Yang, Dongying Zhang, Zhiming Hong:
Deeply-supervised pseudo learning with small class-imbalanced samples for hyperspectral image classification. 102949 - Xue Wang, Junhan Du, Kun Tan, Jianwei Ding, Zhaoxian Liu, Chen Pan, Bo Han:
A high-resolution feature difference attention network for the application of building change detection. 102950 - Nguyen An Binh, Pham Viet Hoa, Giang Thi Phuong Thao, Ho Dinh Duan, Phan Minh Thu:
Evaluation of Chlorophyll-a estimation using Sentinel 3 based on various algorithms in southern coastal Vietnam. 102951 - Ziyin Zeng, Yongyang Xu, Zhong Xie, Wei Tang, Jie Wan, Weichao Wu:
LEARD-Net: Semantic segmentation for large-scale point cloud scene. 102953 - Jiajia Chen, Huanfeng Shen, Xinghua Li, Tongwen Li, Ying Wei:
Ground-level ozone estimation based on geo-intelligent machine learning by fusing in-situ observations, remote sensing data, and model simulation data. 102955 - Thorsten Hoeser, Claudia Kuenzer:
Global dynamics of the offshore wind energy sector monitored with Sentinel-1: Turbine count, installed capacity and site specifications. 102957 - Milad Niroumand Jadidi, Carl J. Legleiter, Francesca Bovolo:
Bathymetry retrieval from CubeSat image sequences with short time lags. 102958 - Chi Chen, Ang Jin, Bisheng Yang, Ruiqi Ma, Shangzhe Sun, Zhiye Wang, Zeliang Zong, Fei Zhang:
DCPLD-Net: A diffusion coupled convolution neural network for real-time power transmission lines detection from UAV-Borne LiDAR data. 102960 - Wenzhong Shi, Pengxin Chen, Muyang Wang, Sheng Bao, Haodong Xiang, Yue Yu, Daping Yang:
PolyU-BPCoMa: A dataset and benchmark towards mobile colorized mapping using a backpack multisensorial system. 102962 - Songbo Wu, Bochen Zhang, Xiaoli Ding, Naeem Shahzad, Lei Zhang, Zhong Lu:
A hybrid method for MT-InSAR phase unwrapping for deformation monitoring in urban areas. 102963 - Xiangyu Ge, Jianli Ding, Dexiong Teng, Boqiang Xie, Xianlong Zhang, Jinjie Wang, Lijing Han, Qingling Bao, Jingzhe Wang:
Exploring the capability of Gaofen-5 hyperspectral data for assessing soil salinity risks. 102969 - Changjiang Xiao, Xiaohua Tong, Dandan Li, Xiaojian Chen, Qiquan Yang, Xiong Xv, Hui Lin, Min Huang:
Prediction of long lead monthly three-dimensional ocean temperature using time series gridded Argo data and a deep learning method. 102971 - Liangzhi Li, Ming Liu, Lingfei Ma, Ling Han:
Cross-Modal feature description for remote sensing image matching. 102964 - Wei Han, Jun Li, Sheng Wang, Yi Wang, Jining Yan, Runyu Fan, Xiaohan Zhang, Lizhe Wang:
A context-scale-aware detector and a new benchmark for remote sensing small weak object detection in unmanned aerial vehicle images. 102966 - Xiaoteng Zhou, Chun Liu, Yun Xue, Akram Akbar, Shoujun Jia, Yuan Zhou, Doudou Zeng:
Radiometric calibration of a large-array commodity CMOS multispectral camera for UAV-borne remote sensing. 102968 - Xinhao Pan, Zhifeng Liu, Chunyang He, Qingxu Huang:
Modeling urban expansion by integrating a convolutional neural network and a recurrent neural network. 102977
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