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Improving wetland cover classification using artificial neural networks with ensemble techniques

期刊: GISCIENCE & REMOTE SENSING, 2021; 58 (4)

Wetland cover classification grows out of the need for management and protection for wetland sources to depict wetland landscapes. Exploring improved ......

Exploring the effects of partitioned transition rules upon urban growth simulation in a megacity region: a comparative study of cellular automata-based models in the Greater Wuhan Area

期刊: GISCIENCE & REMOTE SENSING, 2021; 58 (5)

Substantial studies have been conducted to simulate urban growth in the rapidly growing regions for planning and management. However, the difficulty r......

Automatic mapping of urban green spaces using a geospatial neural network

期刊: GISCIENCE & REMOTE SENSING, 2021; 58 (4)

Detailed and precise urban green spaces (UGS) maps provide essential data for the sustainable urban development and related studies (e.g. heatwave eve......

Critical role of temporal contexts in evaluating urban cellular automata models

期刊: GISCIENCE & REMOTE SENSING, 2021; 58 (6)

Cellular automata (CA)-based models have been extensively used in urban expansion modeling because of their simplicity, flexibility and intuitiveness.......

Detection of paddy rice cropping systems in southern China with time series Landsat images and phenology-based algorithms

期刊: GISCIENCE & REMOTE SENSING, 2021; 58 (5)

Southern China is a major rice-producing region where mixed rice cropping systems (single cropping rice (SCR) and double-cropping rice (DCR)) are wide......

Mapping hourly population dynamics using remotely sensed and geospatial data: a case study in Beijing, China

期刊: GISCIENCE & REMOTE SENSING, 2021; 58 (5)

High spatiotemporal population data are critical for a wide range of applications (e.g. urban planning and management, risk assessment, and epidemic c......

Estimating evapotranspiration based on the satellite-retrieved near-infrared reflectance of vegetation (NIRv) over croplands

期刊: GISCIENCE & REMOTE SENSING, 2021; 58 (6)

Accurate information on cropland evapotranspiration (ET) can facilitate effective agricultural management. However, the application of existing physic......

Eutrophication monitoring of lakes in Wuhan based on Sentinel-2 data

期刊: GISCIENCE & REMOTE SENSING, 2021; 58 (5)

Eutrophication is the leading cause of freshwater impairment. Of China's major cities, Wuhan has the largest coverage of the lake area, while lake eut......

An on-demand scheme driven by the knowledge of geospatial distribution for large-scale high-resolution impervious surface mapping

期刊: GISCIENCE & REMOTE SENSING, 2021; 58 (4)

Impervious surface has become one of the key factors of regional environmental problems and disasters. There rises an urgent need for mapping large-sc......

The effects of urban land cover dynamics on urban heat Island intensity and temporal trends

期刊: GISCIENCE & REMOTE SENSING, 2021; 58 (4)

Assessments of surface urban heat island (UHI) have focused on using remote sensing and land cover data to quantify UHI intensity and spatial distribu......

The impact of indicator selection on assessment of global greening

期刊: GISCIENCE & REMOTE SENSING, ; ()

Greening represents a significant increase in vegetation activity. Accurate quantification of global greening in peak growth is vital for quantifying ......

A new type of dual-scale neighborhood based on vectorization for cellular automata models

期刊: GISCIENCE & REMOTE SENSING, ; ()

Although the neighborhood of the cellular automata (CA) model has been studied in detail, there is a contradiction in the selection of the neighborhoo......

Three-dimensional deformation monitoring and simulations for the preventive conservation of architectural heritage: a case study of the Angkor Wat Temple, Cambodia

期刊: GISCIENCE & REMOTE SENSING, 2021; 58 (2)

Architectural heritage has important historical, artistic, and technological value. However, these sites are subject to long-term degradation and are ......

Quantitatively distinguishing the impact of climate change and human activities on vegetation in mainland China with the improved residual method

期刊: GISCIENCE & REMOTE SENSING, 2021; 58 (2)

In recent decades, vegetation has faced the dual challenges posed by climate change and human activities. Quantitatively distinguishing the influences......

Fractional monitoring of desert vegetation degradation, recovery, and greening using optimized multi-endmembers spectral mixture analysis in a dryland basin of Northwest China

期刊: GISCIENCE & REMOTE SENSING, 2021; 58 (2)

Accurate identification of desert vegetation dynamics in arid regions is challenging because of its complex composition of grass species, obscure boun......

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