GIScience & Remote Sensing, Volume 61, Issue 1 (2024)

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GIScience & Remote Sensing, Volume 61, Issue 1 (2024)

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Research Article

Article
Monitoring and understanding chlorophyll-a concentration changes in lakes in northeastern China using MERIS and OLCI satellite data
Lu Zhang, Zhuohang Xin, Qi Guan, Lian Feng, Chuanmin Hu, Chi Zhang & Huicheng Zhou
Article: 2285166
Published online: 06 Dec 2023
AbstractforMonitoring and understanding chlorophyll-a concentration changes in lakes in northeastern China using MERIS and OLCI satellite data | Full Text | References | PDF (9.8 MB) | EPUB | Supplemental
  • 1079 Views
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Open Access
Article
A deep learning framework to map riverbed sand mining budgets in large tropical deltas
Sonu Kumar, Edward Park, Dung Duc Tran, Jingyu Wang, Huu Loc Ho, Lian Feng, Sameh A. Kantoush, Doan Van Binh, Dongfeng Li & Adam D. Switzer
Article: 2285178
Published online: 13 Dec 2023
AbstractforA deep learning framework to map riverbed sand mining budgets in large tropical deltas | Full Text | References | PDF (13.2 MB) | EPUB | Supplemental
  • 1453 Views
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Open Access
Article
Climate overtakes vegetation greening in regulating spatiotemporal patterns of soil moisture in arid Central Asia in recent 35 years
Nigenare Amantai, Yuanyuan Meng, Jingzhe Wang, Xiangyu Ge & Zhiyao Tang
Article: 2286744
Published online: 06 Dec 2023
AbstractforClimate overtakes vegetation greening in regulating spatiotemporal patterns of soil moisture in arid Central Asia in recent 35 years | Full Text | References | PDF (9.2 MB) | EPUB | Supplemental
  • 950 Views
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Open Access
Article
Mapping the tidal marshes of coastal Virginia: a hierarchical transfer learning approach
Zhonghui Lv, Karinna Nunez, Ethan Brewer & Dan Runfola
Article: 2287291
Published online: 21 Dec 2023
AbstractforMapping the tidal marshes of coastal Virginia: a hierarchical transfer learning approach | Full Text | References | PDF (10.6 MB) | EPUB | Supplemental
  • 978 Views
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Open Access
Article
A long-term, high-accuracy and seamless 1km soil moisture dataset over the Qinghai-Tibet Plateau during 2001–2020 based on a two-step downscaling method
Yulin Shangguan, Xiaoxiao Min, Nan Wang, Cheng Tong & Zhou Shi
Article: 2290337
Published online: 06 Dec 2023
AbstractforA long-term, high-accuracy and seamless 1km soil moisture dataset over the Qinghai-Tibet Plateau during 2001–2020 based on a two-step downscaling method | Full Text | References | PDF (22.6 MB) | EPUB
  • 1010 Views
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Open Access
Article
Diagnosing urban traffic anomalies by integrating geographic knowledge and tensor theory
Zilong Zhao, Luliang Tang, Chang Ren, Xue Yang, Zihan Kan & Qingquan Li
Article: 2290347
Published online: 15 Dec 2023
AbstractforDiagnosing urban traffic anomalies by integrating geographic knowledge and tensor theory | Full Text | References | PDF (9.9 MB) | EPUB
  • 1072 Views
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Open Access
Article
A spatial hierarchical learning module based cellular automata model for simulating urban expansion: case studies of three Chinese urban areas
Xiaoyong Tan, Min Deng, Kaiqi Chen, Yan Shi, Bingbing Zhao & Qinghao Liu
Article: 2290352
Published online: 11 Dec 2023
AbstractforA spatial hierarchical learning module based cellular automata model for simulating urban expansion: case studies of three Chinese urban areas | Full Text | References | PDF (18.1 MB) | EPUB
  • 884 Views
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Open Access
Article
Coupled effects of solar illumination and phenology on vegetation index determination: an analysis over the Amazonian forests using the SuperDove satellite constellation
Lênio Soares Galvão, Caio Arlanche Petri & Ricardo Dalagnol
Article: 2290354
Published online: 06 Dec 2023
AbstractforCoupled effects of solar illumination and phenology on vegetation index determination: an analysis over the Amazonian forests using the SuperDove satellite constellation | Full Text | References | PDF (29.3 MB) | EPUB | Supplemental
  • 2346 Views
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Open Access
Article
Accuracy evaluation and effect factor analysis of GEDI aboveground biomass product for temperate forests in the conterminous United States
Duo Jia, Cangjiao Wang, Christopher R. Hakkenberg, Izaya Numata, Andrew J. Elmore & Mark A. Cochrane
Article: 2292374
Published online: 12 Dec 2023
AbstractforAccuracy evaluation and effect factor analysis of GEDI aboveground biomass product for temperate forests in the conterminous United States | Full Text | References | PDF (17.8 MB) | EPUB | Supplemental
  • 1229 Views
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Open Access
Article
Satellite A-DInSAR pattern recognition for seismic vulnerability mapping at city scale: insights from the L’Aquila (Italy) case study
Alessandra Sciortino, Roberta Marini, Vincenzo Guerriero, Paolo Mazzanti, Marco Spadi & Marco Tallini
Article: 2293522
Published online: 21 Dec 2023
AbstractforSatellite A-DInSAR pattern recognition for seismic vulnerability mapping at city scale: insights from the L’Aquila (Italy) case study | Full Text | References | PDF (28.6 MB) | EPUB
  • 580 Views
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Open Access
Article
Detailed wetland-type classification using Landsat-8 time-series images: a pixel- and object-based algorithm with knowledge (POK)
Kaifeng Peng, Weiguo Jiang, Peng Hou, Zhifeng Wu & Tiejun Cui
Article: 2293525
Published online: 15 Dec 2023
AbstractforDetailed wetland-type classification using Landsat-8 time-series images: a pixel- and object-based algorithm with knowledge (POK) | Full Text | References | PDF (36.2 MB) | EPUB
  • 1592 Views
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Open Access
Article
Global and local magnitude and spatial pattern of uncertainty from geographically adaptive empirical and machine learning satellite-derived bathymetry models
Kim Lowell & Yuri Rzhanov
Article: 2297549
Published online: 16 Jan 2024
AbstractforGlobal and local magnitude and spatial pattern of uncertainty from geographically adaptive empirical and machine learning satellite-derived bathymetry models | Full Text | References | PDF (7.9 MB) | EPUB
  • 398 Views
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Open Access
Article
Landsat-observed changes in forest cover and attribution analysis over Northern China from 1996‒2020
Xiaobang Liu, Shunlin Liang, Han Ma, Bing Li, Yufang Zhang, Yingying Li, Tao He, Guodong Zhang, Jianglei Xu, Changhao Xiong, Rui Ma, Wenfu Wu & Jiahua Teng
Article: 2300214
Published online: 15 Jan 2024
AbstractforLandsat-observed changes in forest cover and attribution analysis over Northern China from 1996‒2020 | Full Text | References | PDF (15.2 MB) | EPUB | Supplemental
  • 837 Views
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Open Access
Article
Characterization of north Greenland polynyas with super-resolved passive microwave sea ice concentration
Xiaomin Liu, Tiantian Feng, Yushi Yang & Rongxing Li
Article: 2300222
Published online: 04 Jan 2024
AbstractforCharacterization of north Greenland polynyas with super-resolved passive microwave sea ice concentration | Full Text | References | PDF (18.3 MB) | EPUB
  • 437 Views
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Open Access
Article
Mobility difference index: a quantitative method for detecting human mobility difference
Zhaohui Liu, Rui Li, Jing Cai, Qiushi Hu & Huayi Wu
Article: 2301274
Published online: 15 Jan 2024
AbstractforMobility difference index: a quantitative method for detecting human mobility difference | Full Text | References | PDF (13 MB) | EPUB
  • 1418 Views
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Open Access
Article
Analysis of spatio-temporal patterns of vegetation carbon use efficiency in watershed ecosystem and construction of ecological network: a case study of the Yangtze River Basin
Jikai Zhao, Qiang Yu, Chenglong Xu, Jun Ma & Fei Wang
Article: 2301275
Published online: 04 Jan 2024
AbstractforAnalysis of spatio-temporal patterns of vegetation carbon use efficiency in watershed ecosystem and construction of ecological network: a case study of the Yangtze River Basin | Full Text | References | PDF (14.6 MB) | EPUB
  • 565 Views
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Open Access
Article
Land cover changes in grassland landscapes: combining enhanced Landsat data composition, LandTrendr, and machine learning classification in google earth engine with MLP-ANN scenario forecasting
Cecilia Parracciani, Daniela Gigante, Onisimo Mutanga, Stefania Bonafoni & Marco Vizzari
Article: 2302221
Published online: 16 Jan 2024
AbstractforLand cover changes in grassland landscapes: combining enhanced Landsat data composition, LandTrendr, and machine learning classification in google earth engine with MLP-ANN scenario forecasting | Full Text | References | PDF (13.3 MB) | EPUB | Supplemental
  • 1725 Views
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Open Access
Article
Exploring the frozen frontier: unmanned aerial vehicles and multispectral sensors unveiling cryosphere dynamics in East Antarctica’s Dronning Maud Land
Geetha Priya M & Krishna Venkatesh
Article: 2302739
Published online: 10 Jan 2024
AbstractforExploring the frozen frontier: unmanned aerial vehicles and multispectral sensors unveiling cryosphere dynamics in East Antarctica’s Dronning Maud Land | Full Text | References | PDF (10.7 MB) | EPUB
  • 372 Views
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Open Access
Article
Deeply supervised network for airborne LiDAR tree classification incorporating dual attention mechanisms
Zhenyu Zhang, Jian Wang, Yunze Wu, Youlong Zhao & Binjie Wu
Article: 2303866
Published online: 18 Jan 2024
AbstractforDeeply supervised network for airborne LiDAR tree classification incorporating dual attention mechanisms | Full Text | References | PDF (36 MB) | EPUB
  • 805 Views
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Open Access
Article
A multi-source data approach to carbon stock prediction using Bayesian hierarchical geostatistical models in plantation forest ecosystems
Tsikai S. Chinembiri, Onisimo Mutanga & Timothy Dube
Article: 2303868
Published online: 16 Jan 2024
AbstractforA multi-source data approach to carbon stock prediction using Bayesian hierarchical geostatistical models in plantation forest ecosystems | Full Text | References | PDF (7.7 MB) | EPUB
  • 555 Views
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Open Access
Article
An investigation of inversion method to measure the radial velocity of Kuroshio from Sentinel-1 SAR data
Benhua Tan, Lihua Wang, Dechen Ge, Zhen Fang, Weiwei Sun & Tian Feng
Article: 2304956
Published online: 19 Jan 2024
AbstractforAn investigation of inversion method to measure the radial velocity of Kuroshio from Sentinel-1 SAR data | Full Text | References | PDF (13 MB) | EPUB | Supplemental
  • 432 Views
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Open Access
Article
A novel landslide susceptibility prediction framework based on contrastive loss
Shubing Ouyang, Weitao Chen, Hangyuan Liu, Yuanyao Li & Zhanya Xu
Article: 2306740
Published online: 02 Feb 2024
AbstractforA novel landslide susceptibility prediction framework based on contrastive loss | Full Text | References | PDF (21 MB) | EPUB
  • 603 Views
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Open Access
Article
Multi-year mapping of cropping systems in regions with smallholder farms from Sentinel-2 images in Google Earth engine
Hongwei Qi, Ximin Qian, Songhao Shang & Heyang Wan
Article: 2309843
Published online: 02 Feb 2024
AbstractforMulti-year mapping of cropping systems in regions with smallholder farms from Sentinel-2 images in Google Earth engine | Full Text | References | PDF (20.6 MB) | EPUB | Supplemental
  • 923 Views
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Open Access
Article
An improved change detection method for high-resolution soil moisture mapping in permafrost regions
Shaojie Du, Pan Duan, Tianjie Zhao, Zhen Wang, Shengda Niu, Chunfeng Ma, Defu Zou, Panpan Yao, Peng Guo, Dong Fan, Qi Gao, Jingyao Zheng, Zhiqing Peng, Haishen Lü & Jiancheng Shi
Article: 2310898
Published online: 05 Feb 2024
AbstractforAn improved change detection method for high-resolution soil moisture mapping in permafrost regions | Full Text | References | PDF (14.3 MB) | EPUB
  • 676 Views
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Open Access
Article
Italian COSMO-SkyMed atlas: R-Index and the percentage of measurability of movement
Giuseppe Bausilio, Mohammad Amin Khalili, Maria Virelli & Diego Di Martire
Article: 2312705
Published online: 12 Feb 2024
AbstractforItalian COSMO-SkyMed atlas: R-Index and the percentage of measurability of movement | Full Text | References | PDF (55 MB) | EPUB
  • 5788 Views
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Open Access
Article
Multiresolution soil moisture products based on a spatially adaptive estimation model and CYGNSS data
Yan Jia, Jiaqi Zou, Shuanggen Jin, Qingyun Yan, Yixiang Chen, Yan Jin & Patrizia Savi
Article: 2313812
Published online: 20 Feb 2024
AbstractforMultiresolution soil moisture products based on a spatially adaptive estimation model and CYGNSS data | Full Text | References | PDF (24.4 MB) | EPUB
  • 530 Views
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Open Access
Article
Land subsidence in Beijing: response to the joint influence of the South-to-North Water Diversion Project and ecological water replenishment, observed by satellite radar interferometry
Min Shi, Mingliang Gao, Zheng Chen, Mingyuan Lyu, Huili Gong, Yuanzheng Zhai & Yun Pan
Article: 2315708
Published online: 15 Feb 2024
AbstractforLand subsidence in Beijing: response to the joint influence of the South-to-North Water Diversion Project and ecological water replenishment, observed by satellite radar interferometry | Full Text | References | PDF (14 MB) | EPUB | Supplemental
  • 423 Views
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Open Access
Article
Relationship between ecological spatial network and vegetation carbon use efficiency in the Yellow River Basin, China
Chenglong Xu, Xiang Chen, Qiang Yu, Buyanbaatar Avirmed, Jikai Zhao, Wei Liu & Weijie Sun
Article: 2318070
Published online: 18 Feb 2024
AbstractforRelationship between ecological spatial network and vegetation carbon use efficiency in the Yellow River Basin, China | Full Text | References | PDF (11.2 MB) | EPUB
  • 608 Views
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Open Access

Method

Cross-comparison of Landsat-8 and Landsat-9 data: a three-level approach based on underfly images
Hanqiu Xu, Mengjie Ren & Mengjing Lin
Article: 2318071
Published online: 16 Feb 2024
AbstractforCross-comparison of Landsat-8 and Landsat-9 data: a three-level approach based on underfly images | Full Text | References | PDF (17.8 MB) | EPUB
  • 1104 Views
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Open Access

Review

Review Article
Remote sensing of terrestrial gross primary productivity: a review of advances in theoretical foundation, key parameters and methods
Wenquan Zhu, Zhiying Xie, Cenliang Zhao, Zhoutao Zheng, Kun Qiao, Dailiang Peng & Yongshuo H. Fu
Article: 2318846
Published online: 20 Feb 2024
AbstractforRemote sensing of terrestrial gross primary productivity: a review of advances in theoretical foundation, key parameters and methods | Full Text | References | PDF (4.1 MB) | EPUB
  • 1181 Views
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Open Access

Research Article

Article
Quantitative assessment of the scale conversion from instantaneous to daily GPP under various sky conditions based on MODIS local overpassing time
Junghee Lee & Jungho Im
Article: 2319372
Published online: 20 Feb 2024
AbstractforQuantitative assessment of the scale conversion from instantaneous to daily GPP under various sky conditions based on MODIS local overpassing time | Full Text | References | PDF (10.9 MB) | EPUB | Supplemental
  • 400 Views
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Open Access
Article
Fine classification of crops based on an inductive transfer learning method with compact polarimetric SAR images
Xianyu Guo, Junjun Yin & Jian Yang
Article: 2319939
Published online: 23 Feb 2024
AbstractforFine classification of crops based on an inductive transfer learning method with compact polarimetric SAR images | Full Text | References | PDF (18 MB) | EPUB | Supplemental
  • 425 Views
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Open Access
Article
Inferring the heterogeneous effect of urban land use on building height with causal machine learning
Yimin Chen, Jing Chen, Shuai Zhao, Xiaocong Xu, Xiaoping Liu, Xinchang Zhang & Honghui Zhang
Article: 2321695
Published online: 25 Feb 2024
AbstractforInferring the heterogeneous effect of urban land use on building height with causal machine learning | Full Text | References | PDF (11.3 MB) | EPUB
  • 902 Views
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Open Access
Article
Cloud restoration of optical satellite imagery using time-series spectral similarity group
Yerin Yun, Jinha Jung & Youkyung Han
Article: 2324553
Published online: 05 Mar 2024
AbstractforCloud restoration of optical satellite imagery using time-series spectral similarity group | Full Text | References | PDF (35.2 MB) | EPUB
  • 439 Views
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Open Access
Article
Process-based and geostationary meteorological satellite-enhanced dead fuel moisture content estimation
Chunquan Fan, Binbin He, Jianpeng Yin, Rui Chen & Hongguo Zhang
Article: 2324556
Published online: 05 Mar 2024
AbstractforProcess-based and geostationary meteorological satellite-enhanced dead fuel moisture content estimation | Full Text | References | PDF (7.6 MB) | EPUB
  • 296 Views
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Open Access
Article
Bridging satellite missions: deep transfer learning for enhanced tropical cyclone intensity estimation
Minki Choo, Yejin Kim, Juhyun Lee, Jungho Im & Il-Ju Moon
Article: 2325720
Published online: 11 Mar 2024
AbstractforBridging satellite missions: deep transfer learning for enhanced tropical cyclone intensity estimation | Full Text | References | PDF (12.6 MB) | EPUB
  • 492 Views
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Open Access
Article
A novel spaceborne photon-counting laser altimeter denoising method based on parameter-adaptive density clustering
Ren Liu, Xinming Tang, Junfeng Xie, Rujia Ma, Fan Mo & Xiaomeng Yang
Article: 2326702
Published online: 15 Mar 2024
AbstractforA novel spaceborne photon-counting laser altimeter denoising method based on parameter-adaptive density clustering | Full Text | References | PDF (33.9 MB) | EPUB
  • 692 Views
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Open Access
Article
Mapping invasive noxious weed species in the alpine grassland ecosystems using very high spatial resolution UAV hyperspectral imagery and a novel deep learning model
Fei Xing, Ru An, Xulin Guo & Xiaoji Shen
Article: 2327146
Published online: 13 Mar 2024
AbstractforMapping invasive noxious weed species in the alpine grassland ecosystems using very high spatial resolution UAV hyperspectral imagery and a novel deep learning model | Full Text | References | PDF (22.4 MB) | EPUB | Supplemental
  • 658 Views
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Open Access
Article
U-SeqNet: learning spatiotemporal mapping relationships for multimodal multitemporal cloud removal
Qian Zhang, Xiangnan Liu, Tao Peng, Xiao Yang, Mengzhen Tang, Xinyu Zou, Meiling Liu, Ling Wu & Tingwei Zhang
Article: 2330185
Published online: 14 Mar 2024
AbstractforU-SeqNet: learning spatiotemporal mapping relationships for multimodal multitemporal cloud removal | Full Text | References | PDF (13.8 MB) | EPUB
  • 469 Views
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Open Access
Article
Integrated knowledge graph construction framework for places-of-interest retrieval using a property graph database
Seula Park, Youngmin Lee & Kiyun Yu
Article: 2331861
Published online: 20 Mar 2024
AbstractforIntegrated knowledge graph construction framework for places-of-interest retrieval using a property graph database | Full Text | References | PDF (9.1 MB) | EPUB
  • 453 Views
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Open Access
Article
Mapping winter fallow arable lands in Southern China by using a multi-temporal overlapped area minimization threshold method
Xiangyi Wang, Yingbin He, Yan Zha, Huicong Chen, Yongye Wang, Xiuying Wu, Jiong Ning, Anran Feng, Shengnan Han & Shanjun Luo
Article: 2333587
Published online: 25 Mar 2024
AbstractforMapping winter fallow arable lands in Southern China by using a multi-temporal overlapped area minimization threshold method | Full Text | References | PDF (9.3 MB) | EPUB | Supplemental
  • 734 Views
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Open Access
Article
Multi-source point cloud registration for urban areas using a coarse-to-fine approach
Eunkwan Lee, Youngmok Kwon, Cheolhwan Kim, Wonjun Choi & Hong-Gyoo Sohn
Article: 2341557
Published online: 25 Apr 2024
AbstractforMulti-source point cloud registration for urban areas using a coarse-to-fine approach | Full Text | References | PDF (38.4 MB) | EPUB | Supplemental
  • 415 Views
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Open Access
Article
Comprehensive assessment of Spatiotemporal fusion methods in inland water monitoring
Qiang Xu, Yulong Guo, Weiqiang Chen, Guangxing Ji, Lingfei Shi, Yuan Li, Zhubin Zheng, Chengzhi Sun & Huimin Zhu
Article: 2343200
Published online: 19 Apr 2024
AbstractforComprehensive assessment of Spatiotemporal fusion methods in inland water monitoring | Full Text | References | PDF (36.2 MB) | EPUB
  • 670 Views
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Open Access
Article
The identification and efficiency evaluation of industrial parcels by integrating multi-source spatial data in Shenzhen, South China
Danyang Wang, Xianjin Huang, Lifeng Shi, Hong Yang & Weidong Sun
Article: 2344405
Published online: 23 Apr 2024
AbstractforThe identification and efficiency evaluation of industrial parcels by integrating multi-source spatial data in Shenzhen, South China | Full Text | References | PDF (15 MB) | EPUB | Supplemental
  • 247 Views
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Open Access
Article
The potential of optical and SAR time-series data for the improvement of aboveground biomass carbon estimation in Southwestern China’s evergreen coniferous forests
Yiru Zhang, Binbin He, Rui Chen, Hongguo Zhang, Chunquan Fan, Jianpeng Yin & Yanxi Li
Article: 2345438
Published online: 26 Apr 2024
AbstractforThe potential of optical and SAR time-series data for the improvement of aboveground biomass carbon estimation in Southwestern China’s evergreen coniferous forests | Full Text | References | PDF (20.1 MB) | EPUB | Supplemental
  • 408 Views
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Open Access
Article
Surface water and geomorphological changes of the Blue Nile dynamics associated with the Grand Ethiopian Renaissance Dam (GERD): a multi-temporal analysis
Leidy Luna, Joseph Awange, Yongze Song, Luyen K. Bui, Ayalsew Zerihun & Michael Kuhn
Article: 2346383
Published online: 25 Apr 2024
AbstractforSurface water and geomorphological changes of the Blue Nile dynamics associated with the Grand Ethiopian Renaissance Dam (GERD): a multi-temporal analysis | Full Text | References | PDF (15 MB) | EPUB
  • 640 Views
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Open Access
Article
Co-occurrence and abundance of pollinators and pests in horticultural systems in Africa using an integrated Earth observation-based approach
Grace Rebecca Aduvukha, Elfatih M. Abdel-Rahman, Bester Tawona Mudereri, Arthur W. Sichangi, Godfrey Ouma Makokha, H. Michael G. Lattorff, Samira A. Mohamed, Tobias Landmann, Henri E. Z. Tonnang & Thomas Dubois
Article: 2347068
Published online: 09 May 2024
AbstractforCo-occurrence and abundance of pollinators and pests in horticultural systems in Africa using an integrated Earth observation-based approach | Full Text | References | PDF (8.3 MB) | EPUB | Supplemental
  • 344 Views
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Open Access
Article
An adaptive transition probability matrix with quality seeds for cellular automata models
Youcheng Song, Xu Hongtao, Haijun Wang, Ziyang Zhu, Xinyi Kang, Xiaoxu Cao, Zhang Bin & Haoran Zeng
Article: 2347719
Published online: 03 May 2024
AbstractforAn adaptive transition probability matrix with quality seeds for cellular automata models | Full Text | References | PDF (14.7 MB) | EPUB
  • 162 Views
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Open Access
Article
Asymmetric warming has different impacts on vegetation growth across various vegetation types on the Tibetan Plateau
Jinxia Lv, Wenwu Zhao, Bin He & Guanghui Jiang
Article: 2348257
Published online: 07 May 2024
AbstractforAsymmetric warming has different impacts on vegetation growth across various vegetation types on the Tibetan Plateau | Full Text | References | PDF (11.9 MB) | EPUB | Supplemental
  • 212 Views
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Open Access

Review Article

Review Article
Wildlife detection, counting and survey using satellite imagery: are we there yet?
Alexandre Delplanque, Jérôme Théau, Samuel Foucher, Ghazaleh Serati, Simon Durand & Philippe Lejeune
Article: 2348863
Published online: 09 May 2024
AbstractforWildlife detection, counting and survey using satellite imagery: are we there yet? | Full Text | References | PDF (9.3 MB) | EPUB | Supplemental
  • 515 Views
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Open Access

Research Article

Article
Global de-trending significantly improves the accuracy of XGBoost-based county-level maize and soybean yield prediction in the Midwestern United States
Yuanchao Li, Hongwei Zeng, Miao Zhang, Bingfang Wu & Xingli Qin
Article: 2349341
Published online: 09 May 2024
AbstractforGlobal de-trending significantly improves the accuracy of XGBoost-based county-level maize and soybean yield prediction in the Midwestern United States | Full Text | References | PDF (23.2 MB) | EPUB
  • 241 Views
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Open Access
Article
Heterogeneous transfer learning considering feature representation and environmental consistency for landslide spatial prediction
Zheng Zhao, Weihong Wang, Jianhua Chen, Jiaming Yao, Yangyang Liao & Jie Liu
Article: 2349343
Published online: 09 May 2024
AbstractforHeterogeneous transfer learning considering feature representation and environmental consistency for landslide spatial prediction | Full Text | References | PDF (21.5 MB) | EPUB | Supplemental
  • 234 Views
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Open Access
Article
Spatiotemporal dynamics of urban sprawl in China from 2000 to 2020
Yiming Hou, Qingxu Huang, Qiang Ren, Tianci Gu, Yihan Zhou, Pengxin Wu, Yuxiang Fan & Guoliang Zhu
Article: 2351262
Published online: 10 May 2024
AbstractforSpatiotemporal dynamics of urban sprawl in China from 2000 to 2020 | Full Text | References | PDF (11.7 MB) | EPUB | Supplemental
  • 436 Views
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Open Access

Method

Method
Automatic training sample collection utilizing multi-source land cover products and time-series Sentinel-2 images
Yanzhao Wang, Yonghua Sun, Xuyue Cao, Yihan Wang, Wangkuan Zhang, Xinglu Cheng, Ruozeng Wang & Jinkun Zong
Article: 2352957
Published online: 14 May 2024
AbstractforAutomatic training sample collection utilizing multi-source land cover products and time-series Sentinel-2 images | Full Text | References | PDF (15.8 MB) | EPUB
  • 184 Views
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Open Access

Research Article

Article
Improving GOCI ocean color data under high solar-zenith angle over open oceans using neural networks
Xiaoming Liu & Menghua Wang
Article: 2353426
Published online: 16 May 2024
AbstractforImproving GOCI ocean color data under high solar-zenith angle over open oceans using neural networks | Full Text | References | PDF (4.9 MB) | EPUB
  • 265 Views
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Open Access
Article
Wildfire susceptibility mapping by incorporating damage proxy maps, differenced normalized burn Ratio, and deep learning algorithms based on sentinel-1/2 data: a case study on Maui Island, Hawaii
Suci Ramayanti, BongChan Kim, Sungjae Park & Chang-Wook Lee
Article: 2353982
Published online: 14 May 2024
AbstractforWildfire susceptibility mapping by incorporating damage proxy maps, differenced normalized burn Ratio, and deep learning algorithms based on sentinel-1/2 data: a case study on Maui Island, Hawaii | Full Text | References | PDF (17.1 MB) | EPUB
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Method

Method
Boundary-enhanced dual-stream network for semantic segmentation of high-resolution remote sensing images
Xinghua Li, Linglin Xie, Caifeng Wang, Jianhao Miao, Huanfeng Shen & Liangpei Zhang
Article: 2356355
Published online: 01 Jun 2024
AbstractforBoundary-enhanced dual-stream network for semantic segmentation of high-resolution remote sensing images | Full Text | References | PDF (15 MB) | EPUB
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Method
Dual generative adversarial networks for merging ocean transparency from satellite observations
Xuan Zhou, Xiaofeng Yang, Xiaomin Ye & Bing Li
Article: 2356357
Published online: 20 May 2024
AbstractforDual generative adversarial networks for merging ocean transparency from satellite observations | Full Text | References | PDF (9.2 MB) | EPUB
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Correction

Correction
Correction
Article: 2356930
Published online: 20 May 2024
CitationforCorrection | Full Text | PDF (119 KB) | EPUB
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Research Article

Article
NDVI estimation using Sentinel-1 data over wheat fields in a semiarid Mediterranean region
Emna Ayari, Zeineb Kassouk, Zohra Lili-Chabaane, Nadia Ouaadi, Nicolas Baghdadi & Mehrez Zribi
Article: 2357878
Published online: 27 May 2024
AbstractforNDVI estimation using Sentinel-1 data over wheat fields in a semiarid Mediterranean region | Full Text | References | PDF (11.9 MB) | EPUB
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Article
Analysis of the relationship between L-band SAR backscatter and understory weed density in eucalyptus plantation forests
Shoko Kobayashi, Motoko S. Fujita, Yoshiharu Omura & John Philip Matthews
Article: 2360771
Published online: 03 Jun 2024
AbstractforAnalysis of the relationship between L-band SAR backscatter and understory weed density in eucalyptus plantation forests | Full Text | References | PDF (15.4 MB) | EPUB
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Article
Simulating urban expansion with interpretable cycle recurrent neural networks
Yue Zhu, Christian Geiß & Emily So
Article: 2363576
Published online: 03 Jun 2024
AbstractforSimulating urban expansion with interpretable cycle recurrent neural networks | Full Text | References | PDF (12.4 MB) | EPUB
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