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International 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
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
Road extraction in remote sensing data: A survey. 102833 - Leiyang Zhong, Ying Zhou, Song Gao
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
Integration of machine learning algorithms and GIS-based approaches to cutaneous leishmaniasis prevalence risk mapping. 102854 - Yiming Zhang, Ningyezi Peng, Shujuan Yang
Associations between nighttime light and COVID-19 incidence and mortality in the United States. 102855 - Juan Manuel Jurado
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
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
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
Monitoring peatland water table depth with optical and radar satellite imagery. 102866 - Jiehua Cai, Lu Zhang, Jie Dong
Polarimetric SAR pixel offset tracking for large-gradient landslide displacement mapping. 102867 - Wenfu Wu, Zhenfeng Shao, Xiao Huang
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
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
Recent expansion of artisanal gold mining along the Bandama River (Côte d'Ivoire). 102873 - Hongjie He
Mask R-CNN based automated identification and extraction of oil well sites. 102875 - Ningsang Jiang
Remote sensing of swidden agriculture in the tropics: A review. 102876 - Maxwell Jong
Improving field boundary delineation in ResUNets via adversarial deep learning. 102877 - Marcel M. El Hajj, Samer Al-Mashharawi, Kasper Johansen, Jamal Elfarkh
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
Application of the two-source energy balance model with microwave-derived soil moisture in a semi-arid agricultural region. 102879 - Jifa 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
Time-series surface water gap filling based on spatiotemporal neighbourhood similarity. 102882 - Wenxue Xu, Fan Zhang, Tao Jiang, Yikai Feng, Yanxiong Liu
Feature curve-based registration for airborne LiDAR bathymetry point clouds. 102883 - Eric Chraibi, Florian de Boissieu, Nicolas Barbier
Stability in time and consistency between atmospheric corrections: Assessing the reliability of Sentinel-2 products for biodiversity monitoring in tropical forests. 102884 - Chengqian Zhang
Semantic image segmentation for sea ice parameters recognition using deep convolutional neural networks. 102885 - Jingxian Wei
Mapping human perception of urban landscape from street-view images: A deep-learning approach. 102886 - Haoyu Wu, Qing Zhu
Multi-level voxel representations for digital twin models of tunnel geological environment. 102887 - Chao Zhang
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
Comparison of RFE-DL and stacking ensemble learning algorithms for classifying mangrove species on UAV multispectral images. 102890 - Anushree Badola
A novel method to simulate AVIRIS-NG hyperspectral image from Sentinel-2 image for improved vegetation/wildfire fuel mapping, boreal Alaska. 102891 - Abhilash Singh
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
LR B-splines to approximate bathymetry datasets: An improved statistical criterion to judge the goodness of fit. 102894 - Zhouyan Qiu
Low-cost mobile mapping system solution for traffic sign segmentation using Azure Kinect. 102895 - Bo Ren
A dual-stream high resolution network: Deep fusion of GF-2 and GF-3 data for land cover classification. 102896 - Sensen Wu
Spatiotemporal assessments of nutrients and water quality in coastal areas using remote sensing and a spatiotemporal deep learning model. 102897 - Siavash Shami
Assessments of ground subsidence along the railway in the Kashan plain, Iran, using Sentinel-1 data and NSBAS algorithm. 102898 - Yuanzhao Qing, Dongping Ming
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
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
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
The role of imaging radar in cultural heritage: From technologies to applications. 102907 - Mingci Li
Improvement of the feature tracking and patter matching algorithm for sea ice motion retrieval from SAR and optical imagery. 102908 - Qingyu Li
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
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
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
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
Estimation of forest stand characteristics using individual tree detection, stochastic geometry and a sequential spatial point process model. 102920 - Zhiyuan Xie, Umesh K. Haritashya
GlacierNet2: A hybrid Multi-Model learning architecture for alpine glacier mapping. 102921 - Yan Tong
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
An adversarial learning approach to forecasted wind field correction with an application to oil spill drift prediction. 102924 - Jiaxin Li
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
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
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
Weakly supervised high spatial resolution land cover mapping based on self-training with weighted pseudo-labels. 102931 - Jing Yao
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
Extended SLIC superpixels algorithm for applications to non-imagery geospatial rasters. 102935 - Pengyuan Liu
A review of spatially-explicit GeoAI applications in Urban Geography. 102936 - Philippe Rufin
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
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
DPCC-Net: Dual-perspective change contextual network for change detection in high-resolution remote sensing images. 102940 - Timo P. Pitkänen
Quantifying the effects of competition on the dimensions of Scots pine and Norway spruce crowns. 102941 - Yecheng Zhang
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
Automatic detection of snow breakage at single tree level using YOLOv5 applied to UAV imagery. 102946 - Jingtao Li
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
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
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
LEARD-Net: Semantic segmentation for large-scale point cloud scene. 102953 - Jiajia Chen, Huanfeng Shen, Xinghua Li, Tongwen Li
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
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
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
PolyU-BPCoMa: A dataset and benchmark towards mobile colorized mapping using a backpack multisensorial system. 102962 - Songbo Wu
A hybrid method for MT-InSAR phase unwrapping for deformation monitoring in urban areas. 102963 - Xiangyu Ge, Jianli Ding, Dexiong Teng
Exploring the capability of Gaofen-5 hyperspectral data for assessing soil salinity risks. 102969 - Changjiang Xiao, Xiaohua Tong, Dandan Li, Xiaojian Chen, Qiquan Yang
Prediction of long lead monthly three-dimensional ocean temperature using time series gridded Argo data and a deep learning method. 102971
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