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International Journal of Applied Earth Observation and Geoinformation, Volume 105
Volume 105, December 2021
- Huanxue Zhang
, Mingxu Liu, Yuji Wang, Jiali Shang, Xiangliang Liu, Bin Li
Automated delineation of agricultural field boundaries from Sentinel-2 images using recurrent residual U-Net. 102557 - Nosheen Abid, Muhammad Shahzad, Muhammad Imran Malik, Ulrich Schwanecke, Adrian Ulges, György Kovács, Faisal Shafait:
UCL: Unsupervised Curriculum Learning for water body classification from remote sensing imagery. 102568 - Yiping Chen, Rongren Wu, Chengzhe Yang, Yaojin Lin:
Urban vegetation segmentation using terrestrial LiDAR point clouds based on point non-local means network. 102580 - Santiago López-Tapia, Pablo Ruiz, Mitchell Smith, Jeffrey Matthews, Bradley Zercher, Liliana Sydorenko, Neelanshi Varia, Yuanzhe Jin, Minzi Wang
Machine learning with high-resolution aerial imagery and data fusion to improve and automate the detection of wetlands. 102581 - Yongze Song
Assessing block-level sustainable transport infrastructure development using a spatial trade-off relation model. 102585 - Qing Ding, Zhenfeng Shao, Xiao Huang
DSA-Net: A novel deeply supervised attention-guided network for building change detection in high-resolution remote sensing images. 102591 - Motti Zohar
Geolocating tweets via spatial inspection of information inferred from tweet meta-fields. 102593 - Shuai Zhao, Xiandie Jiang, Guiying Li, Yaoliang Chen, Dengsheng Lu:
Integration of ZiYuan-3 multispectral and stereo imagery for mapping urban vegetation using the hierarchy-based classifier. 102594 - Lei Song
SUACDNet: Attentional change detection network based on siamese U-shaped structure. 102597 - Lei Lei, Xinyu Wang, Yanfei Zhong, Hengwei Zhao
DOCC: Deep one-class crop classification via positive and unlabeled learning for multi-modal satellite imagery. 102598 - Jianhao Gao
Unsupervised missing information reconstruction for single remote sensing image with Deep Code Regression. 102599 - Marco La Salandra
Generating UAV high-resolution topographic data within a FOSS photogrammetric workflow using high-performance computing clusters. 102600 - Lijuan Song, Chunqiao Song, Shuangxiao Luo, Tan Chen, Kai Liu
Refining and densifying the water inundation area and storage estimates of Poyang Lake by integrating Sentinel-1/2 and bathymetry data. 102601 - Jia Sun, Shuo Shi, Lunche Wang, Haiyan Li, Shaoqiang Wang, Wei Gong, Torbern Tagesson:
Optimizing LUT-based inversion of leaf chlorophyll from hyperspectral lidar data: Role of cost functions and regulation strategies. 102602 - Naftaly Wambugu
Hyperspectral image classification on insufficient-sample and feature learning using deep neural networks: A review. 102603 - Zhongwen Hu, Tiezhu Shi, Chisheng Wang, Qingquan Li
Scale-sets image classification with hierarchical sample enriching and automatic scale selection. 102605 - Lilin Zheng
Increasing control of climate warming on the greening of alpine pastures in central Asia. 102606 - Amin Naboureh
Assessing the effects of irrigated agricultural expansions on Lake Urmia using multi-decadal Landsat imagery and a sample migration technique within Google Earth Engine. 102607 - Danielle Elis Garcia Furuya
Prediction of insect-herbivory-damage and insect-type attack in maize plants using hyperspectral data. 102608 - Mengjia Wang
A consistent record of vegetation optical depth retrieved from the AMSR-E and AMSR2 X-band observations. 102609 - Xuemiao Wang, Qingyan Meng, Linlin Zhang, Die Hu:
Evaluation of urban green space in terms of thermal environmental benefits using geographical detector analysis. 102610 - Yaobin Ma, Jingbo Wei
Explicit and stepwise models for spatiotemporal fusion of remote sensing images with deep neural networks. 102611 - Yuan Cheng
Calving cycle of Ninnis Glacier over the last 60 years. 102612 - Marius Rüetschi, Dominique Weber
Countrywide mapping of shrub forest using multi-sensor data and bias correction techniques. 102613 - Marian Schönauer, Kari Väätäinen, Robert Prinz
Spatio-temporal prediction of soil moisture and soil strength by depth-to-water maps. 102614 - Junzheng Wu, Biao Li, Yao Qin, Weiping Ni, Han Zhang, Ruigang Fu, Yuli Sun:
A multiscale graph convolutional network for change detection in homogeneous and heterogeneous remote sensing images. 102615 - Liyan Wang, Chao Chen, Fang Xie, Zijun Hu, Zili Zhang, Huixin Chen, Xinyue He, Yanli Chu:
Estimation of the value of regional ecosystem services of an archipelago using satellite remote sensing technology: A case study of Zhoushan Archipelago, China. 102616 - Sheng Wang
Airborne hyperspectral imaging of nitrogen deficiency on crop traits and yield of maize by machine learning and radiative transfer modeling. 102617 - Xin Yang, Rui Yang, Yin Ye, Ziran Yuan, Daozhong Wang, Keke Hua:
Winter wheat SPAD estimation from UAV hyperspectral data using cluster-regression methods. 102618 - Ali Shebl
Lithological mapping enhancement by integrating Sentinel 2 and gamma-ray data utilizing support vector machine: A case study from Egypt. 102619 - Junyu He
Spatiotemporal variation of the association between sea surface temperature and chlorophyll in global ocean during 2002-2019 based on a novel WCA-BME approach. 102620 - Elham Shafeian, Fabian Ewald Fassnacht
Mapping fractional woody cover in an extensive semi-arid woodland area at different spatial grains with Sentinel-2 and very high-resolution data. 102621 - Burak Ekim
The naturalness index for the identification of natural areas on regional scale. 102622 - Miguel Angel Gonzalez-Gonzalez
Seasonal bean yield forecast for non-irrigated croplands through climate and vegetation index data: Geospatial effects. 102623 - Janne Räty
Prediction of butt rot volume in Norway spruce forest stands using harvester, remotely sensed and environmental data. 102624 - Haicheng Liu, Rodney Thompson, Peter van Oosterom, Martijn Meijers
Executing convex polytope queries on nD point clouds. 102625 - Tengping Jiang
Hierarchical semantic segmentation of urban scene point clouds via group proposal and graph attention network. 102626 - James Brinkhoff
Rice nitrogen status detection using commercial-scale imagery. 102627 - Casper Samsø Fibæk, Carsten Keßler
A multi-sensor approach for characterising human-made structures by estimating area, volume and population based on sentinel data and deep learning. 102628 - Nelson Diaz
Real-time ground filtering algorithm of cloud points acquired using Terrestrial Laser Scanner (TLS). 102629 - Fulong Chen, Hanwei Liu, Hang Xu, Wei Zhou, Timo Balz, Pinxiang Chen, Xiaokun Zhu, Hui Lin, Chaoyang Fang, Issaak S. Parcharidis:
Deformation monitoring and thematic mapping of the Badaling Great Wall using very high-resolution interferometric synthetic aperture radar data. 102630 - Lu Liang, Abolfazl Meyarian, Xiaohui Yuan, Benjamin R. K. Runkle
The first fine-resolution mapping of contour-levee irrigation using deep Bi-Stream convolutional neural networks. 102631 - Pascal Castellazzi, Jaime Gárfias, Richard Martel:
Assessing the efficiency of mitigation measures to reduce groundwater depletion and related land subsidence in Querétaro (Central Mexico) from decadal InSAR observations. 102632 - Anqi Huang
A methodology to reconstruct LAI time series data based on generative adversarial network and improved Savitzky-Golay filter. 102633 - Peiran Zhao, Haiyan Guan, Dilong Li, Yongtao Yu, Hanyun Wang
Airborne multispectral LiDAR point cloud classification with a feature Reasoning-based graph convolution network. 102634 - Ayinuer Yushanjiang, Fei Zhang
Spatial-temporal characteristics of ecosystem health in Central Asia. 102635 - Samuel Hislop
A reference data framework for the application of satellite time series to monitor forest disturbance. 102636 - Amy L. Parker
Land uplift linked to managed aquifer recharge in the Perth Basin, Australia. 102637 - Shuang Li, Liang Xu, Yinghong Jing
High-quality vegetation index product generation: A review of NDVI time series reconstruction techniques. 102640 - Cláudia Oliveira
The use of remote sensing tools for accurate charcoal kilns' inventory and distribution analysis: Comparative assessment and prospective. 102641
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