| Multispectral and hyperspectral remote sensing for identification and mapping of wetland vegetation: a review E Adam, O Mutanga, D Rugege Wetlands ecology and management 18, 281-296, 2010 | 1247 | 2010 |
| High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm O Mutanga, E Adam, MA Cho International Journal of Applied Earth Observation and Geoinformation 18 …, 2012 | 976 | 2012 |
| Land-use/cover classification in a heterogeneous coastal landscape using RapidEye imagery: evaluating the performance of random forest and support vector machines classifiers E Adam, O Mutanga, J Odindi, EM Abdel-Rahman International Journal of Remote Sensing 35 (10), 3440-3458, 2014 | 506 | 2014 |
| Spectral discrimination of papyrus vegetation (Cyperus papyrus L.) in swamp wetlands using field spectrometry E Adam, O Mutanga ISPRS Journal of Photogrammetry and Remote Sensing 64 (6), 612-620, 2009 | 248 | 2009 |
| Detecting Sirex noctilio grey-attacked and lightning-struck pine trees using airborne hyperspectral data, random forest and support vector machines classifiers EM Abdel-Rahman, O Mutanga, E Adam, R Ismail ISPRS Journal of Photogrammetry and Remote Sensing 88, 48-59, 2014 | 215 | 2014 |
| Discriminating the papyrus vegetation (Cyperus papyrus L.) and its co-existent species using random forest and hyperspectral data resampled to HYMAP EM Adam, O Mutanga, D Rugege, R Ismail International Journal of Remote Sensing 33 (2), 552-569, 2012 | 165 | 2012 |
| Evaluating the impact of red-edge band from Rapideye image for classifying insect defoliation levels S Adelabu, O Mutanga, E Adam ISPRS Journal of Photogrammetry and Remote Sensing 95, 34-41, 2014 | 153 | 2014 |
| Intra-and-inter species biomass prediction in a plantation forest: testing the utility of high spatial resolution spaceborne multispectral rapideye sensor and advanced machine … T Dube, O Mutanga, E Adam, R Ismail Sensors 14 (8), 15348-15370, 2014 | 146 | 2014 |
| Estimating standing biomass in papyrus (Cyperus papyrus L.) swamp: exploratory of in situ hyperspectral indices and random forest regression E Adam, O Mutanga, EM Abdel-Rahman, R Ismail International journal of remote sensing 35 (2), 693-714, 2014 | 136 | 2014 |
| Exploiting machine learning algorithms for tree species classification in a semiarid woodland using RapidEye image S Adelabu, O Mutanga, E Adam, MA Cho Journal of Applied Remote Sensing 7 (1), 073480-073480, 2013 | 131 | 2013 |
| Performance of support vector machines and artificial neural network for mapping endangered tree species using WorldView-2 data in Dukuduku forest, South Africa G Omer, O Mutanga, EM Abdel-Rahman, E Adam IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2015 | 128 | 2015 |
| A comparison of partial least squares (PLS) and sparse PLS regressions for predicting yield of Swiss chard grown under different irrigation water sources using hyperspectral data EM Abdel-Rahman, O Mutanga, J Odindi, E Adam, A Odindo, R Ismail Computers and Electronics in Agriculture 106, 11-19, 2014 | 112 | 2014 |
| Discriminating indicator grass species for rangeland degradation assessment using hyperspectral data resampled to AISA Eagle resolution K Mansour, O Mutanga, T Everson, E Adam ISPRS journal of photogrammetry and remote sensing 70, 56-65, 2012 | 108 | 2012 |
| Evaluating the robustness of models developed from field spectral data in predicting African grass foliar nitrogen concentration using WorldView-2 image as an independent test … O Mutanga, E Adam, C Adjorlolo, EM Abdel-Rahman International Journal of Applied Earth Observation and Geoinformation 34 …, 2015 | 82 | 2015 |
| Testing the reliability and stability of the internal accuracy assessment of random forest for classifying tree defoliation levels using different validation methods S Adelabu, O Mutanga, E Adam Geocarto International 30 (7), 810-821, 2015 | 81 | 2015 |
| Detecting the early stage of phaeosphaeria leaf spot infestations in maize crop using in situ hyperspectral data and guided regularized random forest algorithm E Adam, H Deng, J Odindi, EM Abdel-Rahman, O Mutanga Journal of Spectroscopy 2017 (1), 6961387, 2017 | 79 | 2017 |
| Empirical prediction of leaf area index (LAI) of endangered tree species in intact and fragmented indigenous forests ecosystems using WorldView-2 data and two robust machine … G Omer, O Mutanga, EM Abdel-Rahman, E Adam Remote Sensing 8 (4), 324, 2016 | 67 | 2016 |
| Detecting the severity of maize streak virus infestations in maize crop using in situ hyperspectral data I Dhau, E Adam, O Mutanga, KK Ayisi Transactions of the Royal Society of South Africa 73 (1), 8-15, 2018 | 52 | 2018 |
| Field spectroradiometer and simulated multispectral bands for discriminating invasive species from morphologically similar cohabitant plants SG Tesfamichael, SW Newete, E Adam, B Dubula GIScience & Remote Sensing 55 (3), 417-436, 2018 | 51 | 2018 |
| Comparison between WorldView-2 and SPOT-5 images in mapping the bracken fern using the random forest algorithm J Odindi, E Adam, Z Ngubane, O Mutanga, R Slotow Journal of Applied Remote Sensing 8 (1), 083527-083527, 2014 | 50 | 2014 |