| Comparing fully convolutional networks, random forest, support vector machine, and patch-based deep convolutional neural networks for object-based wetland mapping using images … T Liu, A Abd-Elrahman, J Morton, VL Wilhelm GIScience & remote sensing 55 (2), 243-264, 2018 | 228 | 2018 |
| Urbanization as a land use change driver of forest ecosystem services S Delphin, FJ Escobedo, A Abd-Elrahman, WP Cropper Land Use Policy 54, 188-199, 2016 | 152 | 2016 |
| Object-based classification of wetland vegetation using very high-resolution unmanned air system imagery R Pande-Chhetri, A Abd-Elrahman, T Liu, J Morton, VL Wilhelm European Journal of Remote Sensing 50 (1), 564-576, 2017 | 136 | 2017 |
| De-striping hyperspectral imagery using wavelet transform and adaptive frequency domain filtering R Pande-Chhetri, A Abd-Elrahman ISPRS journal of photogrammetry and remote sensing 66 (5), 620-636, 2011 | 135 | 2011 |
| Analyzing fine-scale wetland composition using high resolution imagery and texture features Z Szantoi, F Escobedo, A Abd-Elrahman, S Smith, L Pearlstine International Journal of Applied Earth Observation and Geoinformation 23 …, 2013 | 111 | 2013 |
| Analyzing Trade-Offs, Synergies, and Drivers among Timber Production, Carbon Sequestration, and Water Yield in Pinus elliotii Forests in Southeastern USA R Cademus, FJ Escobedo, D McLaughlin, A Abd-Elrahman Forests 5 (6), 1409-1431, 2014 | 103 | 2014 |
| Development of pattern recognition algorithm for automatic bird detection from unmanned aerial vehicle imagery A Abd-Elrahman, L Pearlstine, F Percival Surveying and Land Information Science 65 (1), 37, 2005 | 99 | 2005 |
| Modeling soil parameters using hyperspectral image reflectance in subtropical coastal wetlands NJP Anne, AH Abd-Elrahman, DB Lewis, NA Hewitt International Journal of Applied Earth Observation and Geoinformation 33, 47-56, 2014 | 96 | 2014 |
| Deep convolutional neural network training enrichment using multi-view object-based analysis of Unmanned Aerial systems imagery for wetlands classification T Liu, A Abd-Elrahman ISPRS Journal of Photogrammetry and Remote Sensing 139, 154-170, 2018 | 89 | 2018 |
| A remote sensing technique for detecting laurel wilt disease in avocado in presence of other biotic and abiotic stresses J Abdulridha, R Ehsani, A Abd-Elrahman, Y Ampatzidis Computers and electronics in agriculture 156, 549-557, 2019 | 85 | 2019 |
| Incorporation of satellite remote sensing pan-sharpened imagery into digital soil prediction and mapping models to characterize soil property variability in small agricultural … Y Xu, SE Smith, S Grunwald, A Abd-Elrahman, SP Wani ISPRS journal of photogrammetry and remote sensing 123, 1-19, 2017 | 54 | 2017 |
| Building extraction from high resolution space images in high density residential areas in the Great Cairo region IF Shaker, A Abd-Elrahman, AK Abdel-Gawad, MA Sherief Remote Sensing 3 (4), 781-791, 2011 | 52 | 2011 |
| Estimating soil total nitrogen in smallholder farm settings using remote sensing spectral indices and regression kriging Y Xu, SE Smith, S Grunwald, A Abd-Elrahman, SP Wani, VD Nair Catena 163, 111-122, 2018 | 51 | 2018 |
| Estimating aboveground biomass and carbon stocks in periurban Andean secondary forests using very high resolution imagery N Clerici, K Rubiano, A Abd-Elrahman, JM Posada Hoestettler, ... Forests 7 (7), 138, 2016 | 51 | 2016 |
| A framework for identifying carbon hotspots and forest management drivers N Timilsina, FJ Escobedo, WP Cropper Jr, A Abd-Elrahman, TJ Brandeis, ... Journal of environmental management 114, 293-302, 2013 | 50 | 2013 |
| In situ estimation of water quality parameters in freshwater aquaculture ponds using hyperspectral imaging system A Abd-Elrahman, M Croxton, R Pande-Chettri, GS Toor, S Smith, J Hill ISPRS journal of photogrammetry and remote sensing 66 (4), 463-472, 2011 | 50 | 2011 |
| A community-based urban forest inventory using online mapping services and consumer-grade digital images AH Abd-Elrahman, ME Thornhill, MG Andreu, F Escobedo International Journal of Applied Earth Observation and Geoinformation 12 (4 …, 2010 | 48 | 2010 |
| Spatially-explicit modeling of multi-scale drivers of aboveground forest biomass and water yield in watersheds of the Southeastern United States MAA Ahmed, A Abd-Elrahman, FJ Escobedo, WP Cropper Jr, TA Martin, ... Journal of Environmental Management 199, 158-171, 2017 | 45 | 2017 |
| Classifying spatially heterogeneous wetland communities using machine learning algorithms and spectral and textural features Z Szantoi, FJ Escobedo, A Abd-Elrahman, L Pearlstine, B Dewitt, S Smith Environmental monitoring and assessment 187, 1-15, 2015 | 44 | 2015 |
| Remote sensing and machine learning in crop phenotyping and management, with an emphasis on applications in strawberry farming C Zheng, A Abd-Elrahman, V Whitaker Remote Sensing 13 (3), 531, 2021 | 39 | 2021 |
Tao LiuAssistant Professor, Michigan Technological UniversityDirección de correo verificada de mtu.edu
