Dengsheng Lu
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Dengsheng Lucomputer-science Degrees
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Computer Science
Dengsheng Lu's Degrees
- PhD Computer Science University of Technology Sydney
- Masters Computer Science University of Technology Sydney
- Bachelors Computer Science University of Technology Sydney
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(Suggest an Edit or Addition)Dengsheng Lu's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- A survey of image classification methods and techniques for improving classification performance (2007) (2781)
- Estimation of land surface temperature-vegetation abundance relationship for urban heat island studies (2004) (1944)
- The potential and challenge of remote sensing‐based biomass estimation (2006) (1050)
- Use of impervious surface in urban land-use classification (2006) (626)
- A survey of remote sensing-based aboveground biomass estimation methods in forest ecosystems (2016) (447)
- Aboveground biomass estimation using Landsat TM data in the Brazilian Amazon (2005) (397)
- Spectral Mixture Analysis of the Urban Landscape in Indianapolis with Landsat ETM+ Imagery (2004) (367)
- Relationships between forest stand parameters and Landsat TM spectral responses in the Brazilian Amazon Basin (2004) (332)
- Mapping soil erosion risk in Rondônia, Brazilian Amazonia: using RUSLE, remote sensing and GIS (2004) (321)
- Assessment of atmospheric correction methods for Landsat TM data applicable to Amazon basin LBA research (2002) (294)
- Regional mapping of human settlements in southeastern China with multisensor remotely sensed data (2008) (290)
- Linear mixture model applied to Amazonian vegetation classification (2003) (285)
- A sub-pixel analysis of urbanization effect on land surface temperature and its interplay with impervious surface and vegetation coverage in Indianapolis, United States (2008) (232)
- Aboveground Forest Biomass Estimation with Landsat and LiDAR Data and Uncertainty Analysis of the Estimates (2012) (217)
- Urban classification using full spectral information of landsat ETM+ imagery in Marion County, Indiana (2005) (205)
- Extraction of urban impervious surfaces from an IKONOS image (2009) (191)
- Spectral mixture analysis of ASTER images for examining the relationship between urban thermal features and biophysical descriptors in Indianapolis, Indiana, USA (2006) (187)
- A comparative analysis of megacity expansions in China and the U.S.: Patterns, rates and driving forces (2014) (187)
- Assessing the effects of land use and land cover patterns on thermal conditions using landscape metrics in city of Indianapolis, United States (2007) (182)
- Detection of impervious surface change with multitemporal Landsat images in an urban-rural frontier. (2011) (169)
- COMPARISON OF LAND-COVER CLASSIFICATION METHODS IN THE BRAZILIAN AMAZON BASIN (2004) (158)
- Exploring TM Image Texture and its Relationships with Biomass Estimation in Rondônia, Brazilian Amazon. (2005) (157)
- Examining Spectral Reflectance Saturation in Landsat Imagery and Corresponding Solutions to Improve Forest Aboveground Biomass Estimation (2016) (143)
- Residential population estimation using a remote sensing derived impervious surface approach (2006) (137)
- Extracting impervious surfaces from medium spatial resolution multispectral and hyperspectral imagery: a comparison (2008) (132)
- Current situation and needs of change detection techniques (2014) (128)
- The spatiotemporal patterns of vegetation coverage and biomass of the temperate deserts in Central Asia and their relationships with climate controls (2016) (128)
- A comparative analysis of ALOS PALSAR L-band and RADARSAT-2 C-band data for land-cover classification in a tropical moist region (2012) (125)
- Urban surface biophysical descriptors and land surface temperature variations (2006) (123)
- Spatiotemporal dynamics of impervious surface areas across China during the early 21st century (2013) (112)
- Impervious surface mapping with Quickbird imagery (2011) (110)
- Mapping croplands, cropping patterns, and crop types using MODIS time-series data (2018) (107)
- Mapping and monitoring land degradation risks in the Western Brazilian Amazon using multitemporal Landsat TM/ETM+ images (2007) (107)
- Methods to extract impervious surface areas from satellite images (2014) (103)
- Comparative Analysis of Modeling Algorithms for Forest Aboveground Biomass Estimation in a Subtropical Region (2018) (100)
- Forest aboveground biomass estimation in Zhejiang Province using the integration of Landsat TM and ALOS PALSAR data (2016) (96)
- Classification of Land Cover, Forest, and Tree Species Classes with ZiYuan-3 Multispectral and Stereo Data (2019) (92)
- Classification of successional forest stages in the Brazilian Amazon basin (2003) (92)
- Satellite estimation of aboveground biomass and impacts of forest stand structure (2005) (92)
- Current and potential carbon stocks in Moso bamboo forests in China. (2015) (87)
- Coastal wetland vegetation classification with a Landsat Thematic Mapper image (2011) (84)
- The Spatial Variations of Urban Land Surface Temperatures: Pertinent Factors, Zoning Effect, and Seasonal Variability (2008) (83)
- A Comparison of Multisensor Integration Methods for Land Cover Classification in the Brazilian Amazon (2011) (82)
- Pixel-based Minnaert correction method for reducing topographic effects on a landsat 7 ETM+ image (2008) (76)
- High-Resolution Urban Land Mapping in China from Sentinel 1A/2 Imagery Based on Google Earth Engine (2019) (75)
- Detecting irrigation extent, frequency, and timing in a heterogeneous arid agricultural region using MODIS time series, Landsat imagery, and ancillary data (2018) (69)
- Landscape as a continuum: an examination of the urban landscape structures and dynamics of Indianapolis City, 1991–2000, by using satellite images (2009) (67)
- Land-cover classification in a moist tropical region of Brazil with Landsat Thematic Mapper imagery (2011) (67)
- A Comparative Study of Landsat TM and SPOT HRG Images for Vegetation Classification in the Brazilian Amazon. (2008) (63)
- Mapping Impervious Surface Distribution with Integration of SNNP VIIRS-DNB and MODIS NDVI Data (2015) (62)
- Spatiotemporal analysis of land-use and land-cover change in the Brazilian Amazon (2013) (61)
- Multitemporal spectral mixture analysis for Amazonian land-cover change detection (2004) (57)
- The Effects of Urbanization on Net Primary Productivity in Southeastern China (2010) (57)
- Detection of urban expansion in an urban-rural landscape with multitemporal QuickBird images (2010) (56)
- Examining Land Use and Land Cover Spatiotemporal Change and Driving Forces in Beijing from 1978 to 2010 (2014) (55)
- Examining Urban Impervious Surface Distribution and Its Dynamic Change in Hangzhou Metropolis (2016) (54)
- Remote Sensing Image Classification (2011) (54)
- Integration of vegetation inventory data and Landsat TM image for vegetation classification in the western Brazilian Amazon (2005) (51)
- Above-Ground Biomass Estimation of Successional and Mature Forests Using TM Images in the Amazon Basin (2002) (51)
- Land Changes Fostering Atlantic Forest Transition in Brazil: Evidence from the Paraíba Valley (2017) (50)
- Optical and radar data integration for land use and land cover mapping in the Brazilian Amazon (2013) (50)
- Mapping impervious surfaces with the integrated use of Landsat Thematic Mapper and radar data: A case study in an urban–rural landscape in the Brazilian Amazon (2011) (50)
- An EcoCity model for regulating urban land cover structure and thermal environment: Taking Beijing as an example (2017) (46)
- Integration of Landsat TM and SPOT HRG Images for Vegetation Change Detection in the Brazilian Amazon. (2008) (45)
- The roles of textural images in improving land-cover classification in the Brazilian Amazon (2014) (44)
- Cropland redistribution to marginal lands undermines environmental sustainability (2021) (41)
- Land use/cover classification in the Brazilian Amazon using satellite images. (2012) (41)
- Land-Use and Land-Cover Change Detection (2011) (40)
- Examining Spatial Distribution and Dynamic Change of Urban Land Covers in the Brazilian Amazon Using Multitemporal Multisensor High Spatial Resolution Satellite Imagery (2017) (39)
- A comparative analysis of approaches for successional vegetation classification in the Brazilian Amazon (2014) (39)
- Global observation of urban expansion and land-cover dynamics using satellite big-data. (2020) (38)
- Examining effective use of data sources and modeling algorithms for improving biomass estimation in a moist tropical forest of the Brazilian Amazon (2017) (36)
- On the Impact of Granularity of Space-based Urban CO2 Emissions in Urban Atmospheric Inversions: A Case Study for Indianapolis, IN. (2017) (36)
- Mapping Fractional Cropland Distribution in Mato Grosso, Brazil Using Time Series MODIS Enhanced Vegetation Index and Landsat Thematic Mapper Data (2015) (35)
- Examining impacts of the Belo Monte hydroelectric dam construction on land-cover changes using multitemporal Landsat imagery (2018) (35)
- Mapping Moso bamboo forest and its on-year and off-year distribution in a subtropical region using time-series Sentinel-2 and Landsat 8 data (2019) (34)
- Comparative analysis of classification algorithms and multiple sensor data for land use/land cover classification in the Brazilian Amazon (2012) (34)
- Forecasting and Assessing the Large-Scale and Long-Term Impacts of Global Environmental Change on Terrestrial Ecosystems in the United States and China (2009) (33)
- Impacts of land-cover types on an urban heat island in Hangzhou, China (2015) (33)
- Exploring Bamboo Forest Aboveground Biomass Estimation Using Sentinel-2 Data (2018) (31)
- Application of Time Series Landsat Images to Examining Land-use/Land-cover Dynamic Change. (2012) (31)
- Impacts of land use and socioeconomic patterns on urban heat Island (2017) (30)
- Fractional forest cover mapping in the Brazilian Amazon with a combination of MODIS and TM images (2011) (30)
- Mapping impervious surface area in the Brazilian Amazon using Landsat Imagery (2013) (30)
- Mapping the land-cover distribution in arid and semiarid urban landscapes with Landsat Thematic Mapper imagery (2015) (29)
- A 30 m resolution dataset of China's urban impervious surface area and green space, 2000–2018 (2021) (29)
- Modeling and Mapping Agroforestry Aboveground Biomass in the Brazilian Amazon Using Airborne Lidar Data (2015) (29)
- Improving Fractional Impervious Surface Mapping Performance through Combination of DMSP-OLS and MODIS NDVI Data (2017) (28)
- Examining Forest Disturbance and Recovery in the Subtropical Forest Region of Zhejiang Province Using Landsat Time-Series Data (2017) (27)
- Remote sensing-based artificial surface cover classification in Asia and spatial pattern analysis (2016) (27)
- Examining Land Cover and Greenness Dynamics in Hangzhou Bay in 1985-2016 Using Landsat Time-Series Data (2017) (27)
- Mapping Impervious Surface Distribution with the Integration of Landsat TM and QuickBird Images in a Complex Urban–Rural Frontier in Brazil (2012) (25)
- Mapping population density distribution at multiple scales in Zhejiang Province using Landsat Thematic Mapper and census data (2016) (24)
- Detecting fractional land-cover change in arid and semiarid urban landscapes with multitemporal Landsat Thematic mapper imagery (2015) (22)
- Detection of vegetation abundance change in the alpine tree line using multitemporal Landsat Thematic Mapper imagery (2015) (20)
- Effect of pixel scale on evapotranspiration estimation by remote sensing over oasis areas in north-western China (2012) (19)
- Examining soil organic carbon distribution and dynamic change in a hickory plantation region with Landsat and ancillary data (2018) (19)
- Integration of ZiYuan-3 Multispectral and Stereo Data for Modeling Aboveground Biomass of Larch Plantations in North China (2019) (19)
- Land-cover classification in a moist tropical region of Brazil with Landsat TM imagery. (2011) (19)
- Examining Spatial Patterns of Urban Distribution and Impacts of Physical Conditions on Urbanization in Coastal and Inland Metropoles (2018) (17)
- Mapping Urban Impervious Surfaces from Medium and High Spatial Resolution Multispectral Imagery (2007) (17)
- Detection of Drought-Induced Hickory Disturbances in Western Lin An County, China, Using Multitemporal Landsat Imagery (2016) (17)
- Detection of coastal wetland change in China: a case study in Hangzhou Bay (2018) (16)
- Exploring improvement of impervious surface estimation at national scale through integration of nighttime light and Proba-V data (2018) (16)
- Coastal wetland classification with multiseasonal high-spatial resolution satellite imagery (2018) (15)
- A Random Forest-Based Approach to Map Soil Erosion Risk Distribution in Hickory Plantations in Western Zhejiang Province, China (2018) (15)
- Urban Land-Cover Dynamics in Arid China Based on High-Resolution Urban Land Mapping Products (2017) (15)
- Examining the impacts of urbanization on surface radiation using Landsat imagery (2018) (14)
- Stratification-Based Forest Aboveground Biomass Estimation in a Subtropical Region Using Airborne Lidar Data (2020) (14)
- Examining deforestation and agropasture dynamics along the Brazilian TransAmazon Highway using multitemporal Landsat imagery (2018) (14)
- Linear spectral mixture analysis of TM data for land-use and land-cover classification in Rondônia, Brazilian Amazon. (2002) (13)
- Mapping Torreya grandis Spatial Distribution Using High Spatial Resolution Satellite Imagery with the Expert Rules-Based Approach (2017) (12)
- Evaluation of carbon and oxygen balances in Urban ecosystems using land use/land cover and statistical data (2014) (12)
- Examining the Roles of Spectral, Spatial, and Topographic Features in Improving Land-Cover and Forest Classifications in a Subtropical Region (2020) (12)
- Comparative Study on Variable Selection Approaches in Establishment of Remote Sensing Model for Forest Biomass Estimation (2019) (11)
- Pattern of impervious surface change and its effect on water environment in the Beijing-Tianjin-Tangshan Metropolitan Area (2011) (10)
- A comparative study of terra ASTER, landsat TM, and SPOT HRG data for land cover classification in the Brazilian Amazon (2005) (10)
- Quantifying annual land-cover change and vegetation greenness variation in a coastal ecosystem using dense time-series Landsat data (2019) (10)
- Spatial patterns of vegetation coverage change in giant panda habitat based on MODIS time-series observations and local indicators of spatial association (2021) (10)
- Mapping impervious surface distribution in China using multi-source remotely sensed data (2020) (9)
- Examining Water Area Changes Accompanying Dam Construction in the Madeira River in the Brazilian Amazon (2020) (9)
- Urbanization and small household agricultural land use choices in the Brazilian Amazon and the role for the water chemistry of small streams (2016) (9)
- Exploring the Capability of ALOS PALSAR L-Band Fully Polarimetric Data for Land Cover Classification in Tropical Environments (2016) (9)
- Impacts of socioeconomic factors on cropland transition and its adaptation in Beijing, China (2018) (9)
- Vegetation Change Detection in the Brazilian Amazon with Multitemporal Landsat Images (2013) (8)
- Impact of estimated solar radiation on gross primary productivity simulation in subtropical plantation in southeast China (2015) (8)
- Integration of remote sensing and GIS for evaluating soil erosion risk in northwestern Zhejiang, China (2012) (7)
- Examining phenological variation of on-year and off-year bamboo forests based on the vegetation and environment monitoring on a New Micro-Satellite (VENµS) time-series data (2020) (7)
- Examining hickory plantation expansion and evaluating suitability for it using multitemporal satellite imagery and ancillary data (2019) (7)
- Mapping Global Urban Impervious Surface and Green Space Fractions Using Google Earth Engine (2021) (7)
- A COMPARISON OF MAXIMUM LIKELIHOOD CLASSIFIER AND OBJECT-BASED METHOD BASED ON MULTIPLE SENSOR DATASETS FOR LAND-USE / COVER CLASSIFICATION IN THE BRAZILIAN AMAZON (2012) (6)
- Integration of ZiYuan-3 multispectral and stereo imagery for mapping urban vegetation using the hierarchy-based classifier (2021) (6)
- A 30-meter resolution national urban land-cover dataset of China, 2000–2015 (2019) (6)
- Exploring a uniform procedure to map Eucalyptus plantations based on fused medium-high spatial resolution satellite images (2021) (5)
- Examining Vegetation Change and Associated Spatial Patterns in Wuyishan National Park at Different Protection Levels (2022) (5)
- INTEGRATION OF VEGETATION INVENTORY DATA AND TIlEMATIC MAPPER IMAGE FOR AMAZONIAN SUCCESSIONAL AND MATURE FOREST CLASSIFICATION (5)
- Mapping multiple tree species classes using a hierarchical procedure with optimized node variables and thresholds based on high spatial resolution satellite data (2020) (4)
- Land Use/Land Cover Classification in the Brazilian Amazon with Different Sensor Data and Classification Algorithms (2013) (4)
- The Spatial Variability of Urban Land Surface Temperature (2007) (4)
- Examining the Role of UAV Lidar Data in Improving Tree Volume Calculation Accuracy (2022) (4)
- Using Remotely Sensed Impervious Surface Data to Estimate Population (2007) (4)
- Monitoring periodically national land use changes and analyzing their spatiotemporal patterns in China during 2015–2020 (2022) (4)
- Retrieval of forest canopy height in a mountainous region with ICESat-2 ATLAS (2022) (3)
- Extracting Impervious Surface from Hyperspectral Imagery with Linear Spectral Mixture Analysis (2007) (3)
- Fractional monitoring of desert vegetation degradation, recovery, and greening using optimized multi-endmembers spectral mixture analysis in a dryland basin of Northwest China (2021) (3)
- A comparative analysis of modeling approaches and canopy height-based data sources for mapping forest growing stock volume in a northern subtropical ecosystem of China (2022) (3)
- A 30-meter resolution dataset of China's urban impervious surface area and green space fractions, 2000–2018 (2020) (3)
- Synergistic use of Landsat TM and SPOT5 imagery for object-based forest classification (2014) (2)
- Wireless Sensor Networks for Agriculture and Forestry (2015) (2)
- The Global Climate System: Tropical climates (2006) (2)
- Image segmentation algorithms comparison (2015) (2)
- Integration of multidimensional parameters of polarimetric synthetic aperture radar images for land use and land cover classification (2013) (2)
- A comparative analysis of data fusion techniques based on Landsat TM and ALOS PALSAR data (2014) (2)
- Modeling Forest Aboveground Carbon Density in the Brazilian Amazon with Integration of MODIS and Airborne LiDAR Data (2020) (2)
- Retrieval of eucalyptus planting history and stand age using random localization segmentation and continuous land-cover classification based on Landsat time-series data (2022) (1)
- Exploring Tree Species Classification in Subtropical Regions with a Modified Hierarchy-Based Classifier Using High Spatial Resolution Multisensor Data (2022) (1)
- Development of dissimilarity functions using stochastic distances for region-based land cover classification : a case study near Tapajós Flona , Pará state , Brazil (2014) (1)
- Forest Structure Simulation of Eucalyptus Plantation Using Remote-Sensing-Based Forest Age Data and 3-PG Model (2022) (1)
- Detecting Amazonian deforestation using multitemporal thematic mapper imageries and spectral mixture analysis. (2003) (1)
- An impervious surface index construction for restraining bare land (2020) (1)
- Mapping Cropland and Crop-type Distribution Using Time Series MODIS Data (2016) (0)
- No . 07-06 LandCover Classification in the Brazilian Amazon with the Integration of Landsat ETM + and Radarsat Data (2008) (0)
- A new approach to map cropland irrigation distribution using time series remote sensing and ancillary data in a heterogeneous semi-arid and arid region: a case study in Heihe watershed (2016) (0)
- Subpixel Analysisof Urban Landscapes (2006) (0)
- Integration of Landsat time-series vegetation indices improves consistency of change detection (2023) (0)
- A Comparative analysis of satellite-based approaches for aboveground biomass estimation in the Brazilian Amazon. (2009) (0)
- Detection of coastal wetland change in China: a case study in Hangzhou Bay (2018) (0)
- No . 04-09 Application of spectral mixture analysis to Amazonian land-use and landcover classification (2007) (0)
- Acknowledgement to Reviewers of the International Journal of Image and Data Fusion in 2020 (2021) (0)
- List of reviewers for International Journal of Digital Earth (2019) (0)
- Exploring approaches to improve the performance for separating successional vegetation stages in the Brazilian Amazon with remote sensing data. (2008) (0)
- Detection of Urban Land-cover Change in Altamira, the Brazilian Amazon With High Spatial Resolution Multi-sensor Data (2016) (0)
- A comparative analysis of grid-based and object-based modeling approaches for poplar forest growing stock volume estimation in plain regions using airborne LIDAR data (2023) (0)
- Mapping of Fractional Forest Cover in Rondonia, Brazil with a Combination of Terra MODIS and Landsat TM Images. (2007) (0)
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What Schools Are Affiliated With Dengsheng Lu?
Dengsheng Lu is affiliated with the following schools:
