Nur Shafira Nisa Shaharum

Universiti Putra Malaysia — Malaysia

Environmental Science · Physical Sciences

8h-index274citations17works0.02yr avg
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Research Topics

Remote Sensing in Agriculture(10), Remote-Sensing Image Classification(8), Remote Sensing and LiDAR Applications(8), Oil Palm Production and Sustainability(6), Land Use and Ecosystem Services(5)

Publications17 total

Oil palm land cover classification using WorldView satellite and machine learning algorithms from QGIS ENMAP-box plugin
IOP Conference Series Earth and Environmental Science·2024Open Access
Mapping Oil Palm Plantations Using WorldView-2 Satellite Imagery and Machine Learning Algorithms
IOP Conference Series Earth and Environmental Science·2023· 1 citedOpen Access
Development of WebGIS using open source geospatial technologies for Krau Wildlife Reserve
IOP Conference Series Earth and Environmental Science·2022· 3 citedOpen Access
Application of Cloud-Based Machine Learning Approach to Analyse Remotely Sensed Data for Coastal Monitoring in Bangladesh
Algorithms for intelligent systems·2022· 1 cited
Performance of Sentinel-2A Remote Sensing System for Urban Area Mapping in Malaysia via Pixel-Based and OBIA Methods
Trends in Sciences·2021· 4 citedOpen Access
Monitoring Urban Expansion And Land Use/Land Cover Changes In Banadir, Somalia Using Google Earth Engine (GEE)
IOP Conference Series Earth and Environmental Science·2021· 21 citedOpen Access
Evaluating the Performance of the state-of-the-art HybridSN Deep Learning Algorithm for Airborne Hyperspectral Image Classification
IOP Conference Series Earth and Environmental Science·2021· 4 citedOpen Access
The use of Landsat-8 and Sentinel-2 imageries in detecting and mapping rubber trees
Journal of Rubber Research·2021· 8 cited
Oil palm mapping over Peninsular Malaysia using Google Earth Engine and machine learning algorithms
Remote Sensing Applications Society and Environment·2020· 78 cited
UAV-BASED HYPERSPECTRAL DATA ANALYSIS FOR URBAN AREA MAPPING
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2019· 4 citedOpen Access
Mapping of the distribution of oil palm using Landsat 8 data by comparing machine learning and non-machine learning algorithms
Universiti Putra Malaysia Institutional Repository (Universiti Putra Malaysia)·2019· 3 citedOpen Access
Design of biomass value chains that are synergistic with the food–energy–water nexus: Strategies and opportunities
Food and Bioproducts Processing·2019· 34 cited
Mapping the spatial distribution and changes of oil palm land cover using an open source cloud-based mapping platform
International Journal of Remote Sensing·2019· 27 citedOpen Access
The utilisation of cloud computing and remote sensing approach to assess environmental sustainability in Malaysia
IOP Conference Series Earth and Environmental Science·2019Open Access
IMAGE CLASSIFICATION FOR MAPPING OIL PALM DISTRIBUTION VIA SUPPORT VECTOR MACHINE USING SCIKIT-LEARN MODULE
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2018· 12 citedOpen Access
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
Geoplanning Journal of Geomatics and Planning·2018· 25 citedOpen Access
Mapping of Krau Wildlife Reserve (KWR) protected area using Landsat 8 and supervised classification algorithms
Remote Sensing Applications Society and Environment·2018· 49 cited

Frequent Co-authors

Helmi Zulhaidi Mohd Shafri(17), Sheila Samsatli(6), M M A Al-Habshi(5), Badronnisa Yusuf(5), Wan Azlina Wan Ab Karim Ghani(4), Fauzul Azim Zainal Abidin(3), Husni Mobarak Prince(3), Jibrin Gambo(2), W.A.W.A.K. Ghani(2), Faradina Marzuki(2), Yuhao Ang(2), Y P Lee(2), Shahrul Azman Bakar(2), Haryati Abidin(2), H. S. Lim(2), Rosni Abdullah(2), John Frederick D. Tapia(1), Stephen Doliente(1), Elías Martínez-Hernández(1), Kean Long Lim(1)