A
PROFILE
Laman Web Staf UPM
YBHG. PROFESOR DR. HELMI ZULHAIDI BIN MOHD SHAFRI
PROFESOR
FAKULTI KEJURUTERAAN
helmi@upm.edu.my
Laman Web UPM
PROFILE
helmi
BM
EN

PROFESIONAL

NAMA :
(Ybhg. Profesor Dr.) HELMI ZULHAIDI BIN MOHD SHAFRI
JAWATAN :
PROFESOR
PTJ :
FAKULTI KEJURUTERAAN

BIDANG PENYELIAAN
GEOGRAPHIC INFORMATION SYSTEM / GEOSPATIAL ENGINEERING / REMOTE SENSING
PENDIDIKAN
PHD
THE UNIVERSITY OF NOTTINGHAM, ENGLAND, UNITED KINGDOM
Graduated : 2003
BACHELOR OF APPLIED SCIENCE IN SURVEYING
ROYAL MELBOURE INSTITUTE OF TECHNOLOGY UNIVERSITY, VICTORIA, AUSTRALIA
Graduated : 1998
PENERBITAN BUKU
1. Malaysian Forest Goods and Services
    ISPN: 978-967--344-255-3
PENERBITAN JOURNAL
1. Modified vegetation indices for Ganoderma disease detection in oil palm from field spectroradiometer data.
    Journal type: Other Abstracting / Indexing Bodies
2. Determination of optimal wavelet denoising parameters for red edge feature extraction from hyperspectral data
    Journal type: Other Abstracting / Indexing Bodies
3. Hyperspectral Imagery for Mapping Disease Infection in Oil Palm Plantation Using Vegetation Indices and Red Edge Techniques.
    Journal type: Other Abstracting / Indexing Bodies
4. Assessing Accuracy of the Vertical Component of Airborne Laser Scanner for 3D Urban Infrastructural Mapping
    Journal type: Citation-Indexed - Scopus
5. Compression of remote sensing data using second-generation wavelets: a review
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
6. DEVELOPMENT OF OBSTACLE AVOIDANCE TECHNIQUE IN WEB-BASED GEOGRAPHIC INFORMATION SYSTEM FOR TRAFFIC MANAGEMENT USING OPEN SOURCE SOFTWARE
    Journal type: Citation-Indexed - Scopus
7. Spatio-temporal analysis of urban growth from remote sensing data in Bandar Abbas city, Iran
    Journal type: Citation-Indexed - Scopus
8. The influence of urban development and social mobility on socioeconomic level: The application of GIS on urban ecosystems
    Journal type: Citation-Indexed - Scopus
9. Land transformation assessment using the integration of remote sensing and GIS techniques: a case study of Al-Anbar Province, Iraq
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
10. Automated Features Extraction from High Spatial Resolution Remote Sensing Data in Land Use Planning for Federal Department of Town and Country Planning, Peninsular Malaysia
    Journal type: Non Citation-Indexed
11. Detection of stressed oil palms from an airborne sensor using optimized spectral indices
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
12. Land Use/Cover Change Detection and Urban Sprawl Analysis in Bandar Abbas City, Iran
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
13. IMAGING SPECTROSCOPY AND LIGHT DETECTION AND RANGING DATA FUSION FOR URBAN FEATURES EXTRACTION
    Journal type: Citation-Indexed - Scopus
14. Performance Evaluation of Pedestrian Locations Based on Contemporary Smartphones
    Journal type: Citation-Indexed - Scopus
15. Geoinformatics technology in groundwater management
    Journal type: Non Citation-Indexed
16. Groundwater intrinsic vulnerability and risk mapping
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
17. Automated Red-Edge Information Feature (Arif) Program For Vegetation Stress Analysis And Classification
    Journal type: Non Citation-Indexed
18. Roof Material Detection Based on Object-Based Approach Using WorldView-2 Satellite Imagery
    Journal type: Non Citation-Indexed
19. Airborne hyperspectral discrimination of tree species with different ages using discrete wavelet transform
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
20. Development of spectral indices for roofing material condition status detection using field spectroscopy and WorldView-3 data
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
21. GPS survey accuracy using virtual reference station (VRS) outside the Malaysian RTK network services
    Journal type: Other Abstracting / Indexing Bodies
22. A comparison of support vector machine and decision tree classifications using satellite data of Langkawi Island
    Journal type: Other Abstracting / Indexing Bodies
23. Mass Structure Deformation Monitoring using Low Cost Differential Global Positioning System Device
    Journal type: Other Abstracting / Indexing Bodies
24. Factors Affecting the Eco-Environment Identification Through Change Detection Analysis by Using Remote Sensing and GIS: A Case Study of Tikrit, Iraq
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
25. Improving detailed rule-based feature extraction of urban areas from WorldView-2 image and lidar data
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
26. Combining data mining algorithm and object-based image analysis for detailed urban mapping of hyperspectral images
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
27. New semi-automated mapping of asbestos cement roofs using rule-based object-based image analysis and Taguchi optimization technique from WorldView-2 images
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
28. Remote Sensing Educational Ground Receiving System for Interest Creation in Space Science and Technology in Education
    Journal type: Other Abstracting / Indexing Bodies
29. Development of a Generic Model for the Detection of Roof Materials Based on an Object-Based Approach Using WorldView-2 Satellite Imagery
    Journal type: Other Abstracting / Indexing Bodies
30. Detailed intra-urban mapping through transferable OBIA rule sets using WorldView-2 very-high resolution satellite images
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
31. Integrated approach using data mining-based decision tree and object-based image analysis for high-resolution urban mapping of WorldView-2 satellite sensor data
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
32. Review on the Use of Remote Sensing for Urban Forest Monitoring
    Journal type: Citation-Indexed - Scopus
33. Influence of tree species complexity on discrimination performance of vegetation indices
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
34. Development of landslide susceptibility map utilizing remote sensing and GIS
    Journal type: Citation-Indexed - Scopus
35. Effects of data transformation on Urban Inter-class separations using hyperspectral data.
    Journal type: Citation-Indexed - Scopus
36. Mapping Malaysian Urban Environment from Airborne Hyperspectral Sensor System in the VIS-NIR (0.4-1.1 um) Spectrum.
    Journal type: Other Abstracting / Indexing Bodies
37. Hyperspectral Remote Sensing of Urban Areas: An Overview of Techniques and Applications
    Journal type: Citation-Indexed - Scopus
38. Six decades of urban growth using remote sensing and GIS in the city of Bandar Abbas, Iran
    Journal type: Citation-Indexed - Scopus
39. Development of fuzzy rule-based parameters for urban object-oriented classification using very high resolution imagery
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
40. Development of an Effective Road Management System Using Web-GIS Software
    Journal type: Non Citation-Indexed
41. A novel spectral index to automatically extract road networks from WorldView-2 satellite imagery
    Journal type: Citation-Indexed - Scopus
42. A Novel Spectral Index for Automatic Shadow Detection in Urban Mapping Based On WorldView-2 Satellite Imagery
    Journal type: Non Citation-Indexed
43. Spectral feature selection and classification of roofing materials using field spectroscopy data
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
44. Maximizing Urban Features Extraction from Multi-sensor Data with Dempster-Shafer Theory and HSI Data Fusion Techniques
    Journal type: Non Citation-Indexed
45. The Use of WorldView-2 Satellite Data in Urban Tree Species Mapping by Object-Based Image Analysis Technique
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
46. Effect of tropospheric models on derived precipitable water vapor over Southeast Asia
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
47. Quantitative performance of spectral indices in large scale plant health analysis
    Journal type: Other Abstracting / Indexing Bodies
48. DEVELOPMENT AND UTILIZATION OF URBAN SPECTRAL LIBRARY FOR REMOTE SENSING OF URBAN ENVIRONMENT
    Journal type: Citation-Indexed - Scopus
49. A review of applying second-generation wavelets for noise removal from remote sensing data
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
50. Impact of discrete wavelet transform on discriminating airborne hyperspectral tropical rainforest tree species
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
51. A stable and accurate wavelet-based method for noise reduction from hyperspectral vegetation spectrum
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
52. A review on hyperspectral remote sensing for homogeneous and heterogeneous forest biodiversity assessment
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
53. Landslide Susceptibility Evaluation and Factor Effect Analysis Using Probabilistic-Frequency Ratio Model
    Journal type: Citation-Indexed - Scopus
54. Semi-automatic detection and counting of oil palm trees from high spatial resolution airborne imagery
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
55. Spectral discrimination of healthy and Ganoderma-infected oil palms from hyperspectral data
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
56. Hyperspectral discrimination of tree species with different classifications using single- and multiple-endmember
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
57. A COMBINED FUZZY MCDM APPROACH FOR IDENTIFYING THE SUITABLE LANDS FOR URBAN DEVELOPMENT: AN EXAMPLE FROM BANDAR ABBS, IRAN
    Journal type: Citation-Indexed - Scopus
58. Synergistic Use of Genetic Algorithm and Spectral Angle Mapper for Hyperspectral Band Selection of Roof Materials
    Journal type: Citation-Indexed - Scopus
59. Road condition assessment by OBIA and feature selection techniques using very high-resolution WorldView-2 imagery
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
60. Generic rule-sets for automated detection of urban tree species from very high-resolution satellite data
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
61. Mapping of Krau Wildlife Reserve (KWR) protected area using Landsat 8 and supervised classification algorithms
    Journal type: Citation-Indexed - Scopus
62. Deep Learning Approach for Building Detection Using LiDAR–Orthophoto Fusion
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
63. MONITORING AND PREDICTING LAND USE-LAND COVER (LULC) CHANGES WITHIN AND AROUND KRAU WILDLIFE RESERVE (KWR) PROTECTED AREA IN MALAYSIA USING MULTI-TEMPORAL LANDSAT DATA
    Journal type: Other Abstracting / Indexing Bodies
64. A GNSS-based weather forecasting approach using Nonlinear Auto Regressive Approach with Exogenous Input (NARX)
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
65. UAV-based Approach to Extract Topographic and As-built Information by Utilising the OBIA Technique
    Journal type: Other Abstracting / Indexing Bodies
66. Modeling of CO Emissions from Traffic Vehicles Using Artificial Neural Networks
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
67. Review of remote sensing and geospatial technologies in estimating rooftop rainwater harvesting (RRWH) quality
    Journal type: Citation-Indexed - Scopus
68. Young and mature oil palm tree detection and counting using convolutional neural network deep learning method
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
69. Mapping the spatial distribution and changes of oil palm land cover using an open source cloud-based mapping platform
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
70. Mapping the Distribution of Oil Palm using Landsat 8 Data by Comparing Machine Learning and Non-Machine Learning Algorithms
    Journal type: Citation-Indexed - Scopus
71. Change detection on land use/land cover and land surface temperature using spatiotemporal data of Landsat: a case study of Gaza Strip
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
72. Oil palm mapping over Peninsular Malaysia using Google Earth Engine and machine learning algorithms
    Journal type: Citation-Indexed - Scopus
73. Fusion of multispectral imagery and LiDAR data for roofing materials and roofing surface conditions assessment
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
74. Spatio-statistical optimization of image segmentation process for building footprint extraction using very high-resolution WorldView 3 satellite data
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
75. The use of Landsat‑8 and Sentinel‑2 imageries in detecting and mapping rubber trees
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
76. Radar-optical fusion of Sentinel-1/2 for high-resolution NDVI reconstruction and landscape-driven carbon flux assessment in Kuala Selangor, Malaysia (2020–2024)
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
77. Deep Convolutional Neural Network for Large‐Scale Date  Palm Tree Mapping from UAV‐Based Images
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
78. Performance of Sentinel-2A Remote Sensing System for Urban Area Mapping in Malaysia via Pixel-Based and OBIA Methods
    Journal type: Non Citation-Indexed
79. Hyperspectral image classification by integrating attention-based LSTM and hybrid spectral networks
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
80. Global Spatial Suitability Mapping of Wind and Solar Systems Using an Explainable AI-Based Approach
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
81. COMMON ANALYSIS METHODS FOR GASEOUS AND SOLIDCONTAMINANTS EMITTED FROM DIFFERENT POLLUTIONSOURCES: A REVIEW PAPER
    Journal type: Other Abstracting / Indexing Bodies
82. Desertification prediction with an integrated 3D convolutional neural network and cellular automata in Al-Muthanna, Iraq
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
83. Integration of Object-Based Image Analysis and Convolutional Neural Network for the Classification of High-Resolution Satellite Image: A Comparative Assessment
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
84. A Joint Bayesian Optimization for the Classification of Fine Spatial Resolution Remotely Sensed Imagery Using Object-Based Convolutional Neural Networks
    Journal type: Citation-Indexed - Scopus
85. A novel ensemble machine learning and time series approach for oil palm yield prediction using Landsat time series imagery based on NDVI
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
86. Attention-based multiscale deep learning with unsampled pixel utilization for hyperspectral image classification
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
87. Prediction of dengue cases using the attention-based long short-term memory (LSTM) approach
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
88. Assessing the Impact of Kirkuk Cement Plant Emissions on Land cover by Modelling Gaussian Plume with Python and QGIS
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
89. Large-Scale Date Palm Tree Segmentation from Multiscale UAV-Based and Aerial Images Using Deep Vision Transformers
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
90. A Deep Learning Approach for Dengue Fever Prediction in Malaysia Using LSTM with Spatial Attention
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
91. Analysis of Hyperspectral Reflectance for Disease Classification of Soybean Frogeye Leaf Spot Using Knime Analytics
    Journal type: Citation-Indexed - Scopus
92. Suitability model development for rooftop rainwater harvesting (RRWH) system in an urban area using geographical information systems
    Journal type: Citation-Indexed - Scopus
93. Desertification Susceptibility Assessment Using Expert-Based Approach in Al-Khidhir District, Southern Iraq
    Journal type: Citation-Indexed - Scopus
94. Combining Re-Analyzed Climate Data and Landcover Products to Assess the Temporal Complementarity of Wind and Solar Resources in Iraq
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
95. Content Validity-Based Evaluation Criteria System for Siting Wind-Solar Plants
    Journal type: Citation-Indexed - Scopus
96. A novel GeoAI-based multidisciplinary model for SpatioTemporal Decision-Making of utility-scale wind–solar installations: To promote green infrastructure in Iraq
    Journal type: Citation-Indexed - Scopus
97. Large-scale assessment of date palm plantations based on UAV remote sensing and multiscale vision transformer
    Journal type: Citation-Indexed - Scopus
98. Dengue fever prediction using LSTM and integrated temporal‑spatial attention: a case study of Malaysia
    Journal type: Citation-Indexed - Scopus
99. Exploring frogeye leaf spot disease severity in soybean based on hyperspectral data analysis and machine learning with Orange data mining
    Journal type: Citation-Indexed - Scopus
PENERBITAN
2025
Exploring frogeye leaf spot disease severity in soybean based on hyperspectral data analysis and machine learning with Orange data mining
2025
Dengue fever prediction using LSTM andintegrated temporal?spatial attention: acase study ofMalaysia
2024
Large-scale assessment of date palm plantations based on UAV remote sensing and multiscale vision transformer
2024
A novel GeoAI-based multidisciplinary model for SpatioTemporal Decision-Making of utility-scale windsolar installations: To promote green infrastructure in Iraq
2024
Content Validity-Based Evaluation Criteria System for Siting Wind-Solar Plants
2023
A Deep Learning Approach for Dengue Fever Prediction in Malaysia Using LSTM with Spatial Attention
2023
Analysis of Hyperspectral Reflectance for Disease Classification of Soybean Frogeye Leaf Spot Using Knime Analytics
2023
Prediction of dengue cases using the attention-based long short-term memory (LSTM) approach
2023
Attention-based multiscale deep learning with unsampled pixel utilization for hyperspectral image classification
2023
Assessing the Impact of Kirkuk Cement Plant Emissions on Land cover by Modelling Gaussian Plume with Python and QGIS
2023
Large-Scale Date Palm Tree Segmentation from Multiscale UAV-Based and Aerial Images Using Deep Vision Transformers
2023
Suitability model development for rooftop rainwater harvesting (RRWH) system in an urban area using geographical information systems
2023
Desertification Susceptibility Assessment Using Expert-Based Approach in Al-Khidhir District, Southern Iraq
2022
A novel ensemble machine learning and time series approach for oil palm yield prediction using Landsat time series imagery based on NDVI
2022
Integration of Object-Based Image Analysis and Convolutional Neural Network for the Classi?cation of High-Resolution Satellite Image: A Comparative Assessment
2022
Desertification prediction with an integrated 3D convolutional neural network and cellular automata in Al-Muthanna, Iraq
2022
Hyperspectral image classification by integrating attention-based LSTM and hybrid spectral networks
2022
A Joint Bayesian Optimization for the Classification of Fine Spatial Resolution Remotely Sensed Imagery Using Object-Based Convolutional Neural Networks
2022
COMMON ANALYSIS METHODS FOR GASEOUS AND SOLIDCONTAMINANTS EMITTED FROM DIFFERENT POLLUTIONSOURCES: A REVIEW PAPER
2022
Global Spatial Suitability Mapping of Wind and Solar Systems Using an Explainable AI-Based Approach
2021
Combining Re-Analyzed Climate Data and Landcover Products to Assess the Temporal Complementarity of Wind and Solar Resources in Iraq
2021
The use ofLandsat?8 andSentinel?2 imageries indetecting andmapping rubber trees
2021
DeepConvolutionalNeuralNetworkforLarge?ScaleDate PalmTreeMappingfromUAV?BasedImages
2020
Fusion of multispectral imagery and LiDAR data for roofing materials and roofing surface conditions assessment
2020
Oil palm mapping over Peninsular Malaysia using Google Earth Engine and machine learning algorithms
2020
Spatio-statistical optimization of image segmentation process for building footprint extraction using very high-resolution WorldView 3 satellite data
2019
Change detection on land use/land cover and land surface temperature using spatiotemporal data of Landsat: a case study of Gaza Strip
2019
Mapping the Distribution of Oil Palm using Landsat 8 Data by Comparing Machine Learning and Non-Machine Learning Algorithms
2019
Mapping the spatial distribution and changes of oil palm land cover using an open source cloud-based mapping platform
2019
Review of remote sensing and geospatial technologies in estimating rooftop rainwater harvesting (RRWH) quality
2019
Young and mature oil palm tree detection and counting using convolutional neural network deep learning method
2019
Modeling of CO Emissions from Traffic Vehicles Using Artificial Neural Networks
2018
Deep Learning Approach for Building Detection Using LiDAROrthophoto Fusion
2018
Generic rule-sets for automated detection of urban tree species from very high-resolution satellite data
2018
A GNSS-based weather forecasting approach using Nonlinear Auto Regressive Approach with Exogenous Input (NARX)
2018
Mapping of Krau Wildlife Reserve (KWR) protected area using Landsat 8 and supervised classification algorithms
2018
MONITORING AND PREDICTING LAND USE-LAND COVER (LULC) CHANGES WITHIN AND AROUND KRAU WILDLIFE RESERVE (KWR) PROTECTED AREA IN MALAYSIA USING MULTI-TEMPORAL LANDSAT DATA
2018
UAV-based Approach to Extract Topographic and As-built Information by Utilising the OBIA Technique
2017
New semi-automated mapping of asbestos cement roofs using rule-based object-based image analysis and Taguchi optimization technique from WorldView-2 images
2017
Road condition assessment by OBIA and feature selection techniques using very high-resolution WorldView-2 imagery
2017
Performance Evaluation of Pedestrian Locations Based on Contemporary Smartphones
2017
Effect of tropospheric models on derived precipitable water vapor over Southeast Asia
2016
Review on the Use of Remote Sensing for Urban Forest Monitoring
2016
The Use of WorldView-2 Satellite Data in Urban Tree Species Mapping by Object-Based Image Analysis Technique
2016
Influence of tree species complexity on discrimination performance of vegetation indices
2016
Land transformation assessment using the integration of remote sensing and GIS techniques: a case study of Al-Anbar Province, Iraq
2016
Synergistic Use of Genetic Algorithm and Spectral Angle Mapper for Hyperspectral Band Selection of Roof Materials
2016
Integrated approach using data mining-based decision tree and object-based image analysis for high-resolution urban mapping of WorldView-2 satellite sensor data
2016
Development of spectral indices for roofing material condition status detection using field spectroscopy and WorldView-3 data
2015
Detailed intra-urban mapping through transferable OBIA rule sets using WorldView-2 very-high resolution satellite images
2015
Airborne hyperspectral discrimination of tree species with different ages using discrete wavelet transform
2015
Spectral feature selection and classification of roofing materials using field spectroscopy data
2015
A novel spectral index to automatically extract road networks from WorldView-2 satellite imagery
2015
Spatio-temporal analysis of urban growth from remote sensing data in Bandar Abbas city, Iran
2015
A stable and accurate wavelet-based method for noise reduction from hyperspectral vegetation spectrum
2014
Development of fuzzy rule-based parameters for urban object-oriented classification using very high resolution imagery
2014
Compression of remote sensing data using second-generation wavelets: a review
2014
DEVELOPMENT OF OBSTACLE AVOIDANCE TECHNIQUE IN WEB-BASED GEOGRAPHIC INFORMATION SYSTEM FOR TRAFFIC MANAGEMENT USING OPEN SOURCE SOFTWARE
2014
Combining data mining algorithm and object-based image analysis for detailed urban mapping of hyperspectral images
2014
Impact of discrete wavelet transform on discriminating airborne hyperspectral tropical rainforest tree species
2014
A COMBINED FUZZY MCDM APPROACH FOR IDENTIFYING THE SUITABLE LANDS FOR URBAN DEVELOPMENT: AN EXAMPLE FROM BANDAR ABBS, IRAN
2014
Land Use/Cover Change Detection and Urban Sprawl Analysis in Bandar Abbas City, Iran
2014
Improving detailed rule-based feature extraction of urban areas from WorldView-2 image and lidar data
2014
Factors Affecting the Eco-Environment Identification Through Change Detection Analysis by Using Remote Sensing and GIS: A Case Study of Tikrit, Iraq
2013
Development of a Generic Model for the Detection of Roof Materials Based on an Object-Based Approach Using WorldView-2 Satellite Imagery
2013
IMAGING SPECTROSCOPY AND LIGHT DETECTION AND RANGING DATA FUSION FOR URBAN FEATURES EXTRACTION
2013
Hyperspectral discrimination of tree species with different classifications using single- and multiple-endmember
2013
Assessing Accuracy of the Vertical Component of Airborne Laser Scanner for 3D Urban Infrastructural Mapping
2013
A review of applying second-generation wavelets for noise removal from remote sensing data
2012
Detection of stressed oil palms from an airborne sensor using optimized spectral indices
2012
Hyperspectral Remote Sensing of Urban Areas: An Overview of Techniques and Applications
2012
Groundwater intrinsic vulnerability and risk mapping
2011
Mapping Malaysian Urban Environment from Airborne Hyperspectral Sensor System in the VIS-NIR (0.4-1.1 um) Spectrum.
2011
DEVELOPMENT AND UTILIZATION OF URBAN SPECTRAL LIBRARY FOR REMOTE SENSING OF URBAN ENVIRONMENT
2011
Semi-automatic detection and counting of oil palm trees from high spatial resolution airborne imagery
2011
Spectral discrimination of healthy and Ganoderma-infected oil palms from hyperspectral data
2010
A review on hyperspectral remote sensing for homogeneous and heterogeneous forest biodiversity assessment
2010
Development of landslide susceptibility map utilizing remote sensing and GIS
2010
Effects of data transformation on Urban Inter-class separations using hyperspectral data.
2009
Hyperspectral Imagery for Mapping Disease Infection in Oil Palm Plantation Using Vegetation Indices and Red Edge Techniques.
2009
Mass Structure Deformation Monitoring using Low Cost Differential Global Positioning System Device
2009
A comparison of support vector machine and decision tree classifications using satellite data of Langkawi Island
2009
Determination of optimal wavelet denoising parameters for red edge feature extraction from hyperspectral data
2009
Modified vegetation indices for Ganoderma disease detection in oil palm from field spectroradiometer data.
2009
Landslide Susceptibility Evaluation and Factor Effect Analysis Using Probabilistic-Frequency Ratio Model
2009
Quantitative performance of spectral indices in large scale plant health analysis
2009
GPS survey accuracy using virtual reference station (VRS) outside the Malaysian RTK network services
2008
Remote Sensing Educational Ground Receiving System for Interest Creation in Space Science and Technology in Education