Search Results - "Lei, Guangbin"

The roles of criteria, data and classification methods in designing land cover classification systems: evidence from existing land cover data sets by Lei, Guangbin, Li, Ainong, Bian, Jinhu, Zhang, Zhengjian

“…The Land Cover Classification System (LCCS) is a fundamental element and representative feature for any Land Cover Data Set (LCDS). Although various LCCSs have…”
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A Hybrid Data Balancing Method for Classification of Imbalanced Training Data within Google Earth Engine: Case Studies from Mountainous Regions by Naboureh, Amin, Li, Ainong, Bian, Jinhu, Lei, Guangbin, Amani, Meisam

“…Distribution of Land Cover (LC) classes is mostly imbalanced with some majority LC classes dominating against minority classes in mountainous areas. Although…”
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National Scale Land Cover Classification Using the Semiautomatic High-Quality Reference Sample Generation (HRSG) Method and an Adaptive Supervised Classification Scheme by Naboureh, Amin, Li, Ainong, Bian, Jinhu, Lei, Guangbin

“…The advent of new high-performance cloud computing platforms [e.g., Google Earth Engine (GEE)] and freely available satellite data provides a great opportunity…”
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Spatiotemporal analysis of ecological vulnerability along Bangladesh-China-India-Myanmar economic corridor through a grid level prototype model by Jin, Yuan, Li, Ainong, Bian, Jinhu, Nan, Xi, Lei, Guangbin, Muhammad, Kamran

“…•This study aimed to evaluate ecological vulnerability and understand its dynamic changes.•We proposed a grid level prototype model to obtain the weights…”
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Riparian Zone DEM Generation From Time-Series Sentinel-1 and Corresponding Water Level: A Novel Waterline Method by Tan, Jianbo, Chen, Mingqiang, Xie, Xingyao, Zhang, Chao, Mao, Beiping, Lei, Guangbin, Wang, Bo, Meng, Xiabing, Guan, Xiaobin, Zhang, Yunfei

“…Topography data are essential for land management, hydrology, and earth science applications. The topography in a riparian zone varies with time. Available…”
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A review of land use/land cover change mapping in the China-Central Asia-West Asia economic corridor countries by Naboureh, Amin, Bian, Jinhu, Lei, Guangbin, Li, Ainong

“…Large-scale projects, such as the construction of railways and highways, usually cause an extensive Land Use Land Cover Change (LULCC). The China-Central…”
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Assessing the effects of irrigated agricultural expansions on Lake Urmia using multi-decadal Landsat imagery and a sample migration technique within Google Earth Engine by Naboureh, Amin, Li, Ainong, Ebrahimy, Hamid, Bian, Jinhu, Azadbakht, Mohsen, Amani, Meisam, Lei, Guangbin, Nan, Xi

“…•We assessed the impact of irrigation expansions on water resources in Lake Urmia.•We adopted a reference sample migration technique for historical LC…”
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Inducing flooding index for vegetation mapping in water-land ecotone with Sentinel-1 & Sentinel-2 images: A case study in Dongting Lake, China by Tan, Jianbo, Chen, Mingqiang, Ao, Cheng, Zhao, Guang, Lei, Guangbin, Tang, Yi, Wang, Bo, Li, Ainong

“…•Combining Sentinel-1 SAR and sentinel-2 images for vegetation mapping.•Inducing a flooding index derived from Sentinel-1 for vegetation mapping.•Identifying…”
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Land cover dataset of the China Central-Asia West-Asia Economic Corridor from 1993 to 2018 by Naboureh, Amin, Li, Ainong, Bian, Jinhu, Lei, Guangbin, Nan, Xi

“…Land Cover (LC) maps offer vital knowledge for various studies, ranging from sustainable development to climate change. The China Central-Asia West-Asia…”
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Postearthquake Landslides Mapping From Landsat-8 Data for the 2015 Nepal Earthquake Using a Pixel-Based Change Detection Method by Zhao, Wei, Li, Ainong, Nan, Xi, Zhang, Zhengjian, Lei, Guangbin

“…The 2015 Nepal earthquake and its aftershocks not only caused huge damage with severe loss of life and property, also induced many geohazards with the major…”
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A Simple and Automatic Method for Detecting Large-Scale Land Cover Changes Without Training Data by Lei, Guangbin, Li, Ainong, Bian, Jinhu, Naboureh, Amin, Zhang, Zhengjian, Nan, Xi

“…Automatic and accurate extraction of land use/cover change (LUCC) is essential for various applications, particularly studies on climate change and sustainable…”
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Estimating the Maximal Light Use Efficiency for Different Vegetation through the CASA Model Combined with Time-Series Remote Sensing Data and Ground Measurements by Li, Ainong, Bian, Jinhu, Lei, Guangbin, Huang, Chengquan

“…Maximal light use efficiency (LUE) is an important ecological index of a vegetation essential attribute, and a key parameter of the LUE-based model for…”
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An Enhanced Spatial and Temporal Data Fusion Model for Fusing Landsat and MODIS Surface Reflectance to Generate High Temporal Landsat-Like Data by Zhang, Wei, Li, Ainong, Jin, Huaan, Bian, Jinhu, Zhang, Zhengjian, Lei, Guangbin, Qin, Zhihao, Huang, Chengquan

“…Remotely sensed data, with high spatial and temporal resolutions, can hardly be provided by only one sensor due to the tradeoff in sensor designs that balance…”
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An Improved Physics-Based Model for Topographic Correction of Landsat TM Images by Li, Ainong, Wang, Qingfang, Bian, Jinhu, Lei, Guangbin

“…Optical remotely sensed images in mountainous areas are subject to radiometric distortions induced by topographic effects, which need to be corrected before…”
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Green space coverage versus air pollution: a cloud-based remote sensing data analysis in Sichuan, Western China by Naboureh, Amin, Li, Ainong, Bian, Jinhu, Lei, Guangbin, Nan, Xi, Zhang, Zhengjian, Shami, Siavash, Lin, Xiaohan

“…Air pollution is the greatest health risk to human health, as acknowledged in several Sustainable Development Goals (SDG), such as SDG-1, SDG-3, SDG-7, and…”
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Comprehensive Assessment of Performances of Long Time-Series LAI, FVC and GPP Products over Mountainous Areas: A Case Study in the Three-River Source Region, China by Zhang, Wenqi, Jin, Huaan, Li, Ainong, Shao, Huaiyong, Xie, Xinyao, Lei, Guangbin, Nan, Xi, Hu, Guyue, Fan, Wenjie

“…Vegetation biophysical products offer unique opportunities to examine long-term vegetation dynamics and land surface phenology (LSP). It is important to…”
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Modeling the Impact of Investment and National Planning Policies on Future Land Use Development: A Case Study for Myanmar by Jin, Yuan, Li, Ainong, Bian, Jinhu, Nan, Xi, Lei, Guangbin

“…Land use change (LUC) can be affected by investment growth and planning policies under the context of regional economic cooperation and development. Previous…”
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OIC-MCE: A Practical Land Cover Mapping Approach for Limited Samples Based on Multiple Classifier Ensemble and Iterative Classification by Lei, Guangbin, Li, Ainong, Bian, Jinhu, Yan, He, Zhang, Lulu, Zhang, Zhengjian, Nan, Xi

“…Land cover samples are usually the foundation for supervised classification. Unfortunately, for land cover mapping in large areas, only limited samples can be…”
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Dataset of the mountain green cover index (SDG15.4.2) over the economic corridors of the Belt and Road Initiative for 2010-2019 by Bian, Jinhu, Li, Ainong, Nan, Xi, Lei, Guangbin, Zhang, Zhengjian

“…Mountains are undergoing widespread changes caused by human activities and climate change. Given the importance of mountains, the protection and sustainable…”
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Investigating Eco-Environmental Vulnerability for China–Pakistan Economic Corridor Key Sector Punjab Using Multi-Sources Geo-Information by Kamran, Muhammad, Bian, Jinhu, Li, Ainong, Lei, Guangbin, Nan, Xi, Jin, Yuan

“…China-Pakistan economic corridor (CPEC), a critical part of the Belt and Road initiative (BRI), is subjected to rapid infrastructure development, which may…”
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