Mahlatse Kganyago

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Machine Learning Algorithms

Spatial Distribution

Top Venues

Comput. Electron. Agric.

Publications

Mahlatse Kganyago, Clement Adjorlolo, Paidamwoyo Mhangara, Lesiba Thomas Tsoeleng
Optical remote sensing of crop biophysical and biochemical parameters: An overview of advances in sensor technologies and machine learning algorithms for precision agriculture. Comput. Electron. Agric. 218 (2024)
Lerato Shikwambana, Mahlatse Kganyago
Seasonal Comparison of the Wildfire Emissions in Southern African Region during the Strong ENSO Events of 2010/11 and 2015/16 Using Trend Analysis and Anomaly Detection. Remote. Sens. 15 (4) (2023)
Mahlatse Kganyago, Clement Adjorlolo, Paidamwoyo Mhangara
Exploring Transferable Techniques to Retrieve Crop Biophysical and Biochemical Variables Using Sentinel-2 Data. Remote. Sens. 14 (16) (2022)
Mahlatse Kganyago, Abel Ramoelo, Evence Zoungrana, Nosiseko Mashiyi, Issa Garba
Characterizing the Spatial Distribution of Grazing and Browsing Resources in Africa Using Random Forest Classifier and Multi-Sensor Data. IGARSS (2022)
Lerato Shikwambana, Mahlatse Kganyago
Assessing the Responses of Aviation-Related SO2 and NO2 Emissions to COVID-19 Lockdown Regulations in South Africa. Remote. Sens. 13 (20) (2021)
Thomas K. Alexandridis, Georgios Ovakoglou, Ines Cherif, Marta Gómez Giménez, Giovanni Laneve, Dimitrios Kasampalis, Dimitrios Moshou, Stergios Kartsios, Maria Chara Karypidou, Eleni Katragkou, Sixto Herrera García, Mahlatse Kganyago, N. Mashiyi, K. Pattnayak, Andrew J. Challinor, Rose Pritchard, Dan Brockington, Clarisse Kagoyire, Juan Suarez Beltran
Designing AfriCultuReS services to support food security in Africa. Trans. GIS 25 (2) (2021)
Mahlatse Kganyago, Paidamwoyo Mhangara, Clement Adjorlolo
Estimating Crop Biophysical Parameters Using Machine Learning Algorithms and Sentinel-2 Imagery. Remote. Sens. 13 (21) (2021)
Midhun Mohan, Gabriella Richardson, Gopika Gopan, Matthew Mehdi Aghai, Shaurya Bajaj, G. A. Pabodha Galgamuwa, Mikko Vastaranta, Pavithra S. Pitumpe Arachchige, Lot Amorós, Ana Paula Dalla Corte, Sergio de-Miguel, Rodrigo Vieira Leite, Mahlatse Kganyago, Eben North Broadbent, Willie Doaemo, Mohammed Abdullah Bin Shorab, Adrián Cardil
UAV-Supported Forest Regeneration: Current Trends, Challenges and Implications. Remote. Sens. 13 (13) (2021)
Christiane Schmullius, Marcel Urban, Andreas Hirner, Christian Berger, Konstantin Schellenberg, Abel Ramoelo, Izak P. J. Smit, Theunis Strydom, George Chirima, Theunis Morgenthal, Brigitte Melly, Ursula Gessner, Nosiseko Mashiyi, Andiswa Mlisa, Mahlatse Kganyago, Jussi Baade
Earth Observation Strategies for Degradation Monitoring in South Africa with Sentinels - Results from the Spaces 2 Saldi-Project Year 1. IGARSS (2020)
Mahlatse Kganyago, Lerato Shikwambana
Assessment of the Characteristics of Recent Major Wildfires in the USA, Australia and Brazil in 2018-2019 Using Multi-Source Satellite Products. Remote. Sens. 12 (11) (2020)
Mahlatse Kganyago, Paidamwoyo Mhangara
The Role of African Emerging Space Agencies in Earth Observation Capacity Building for Facilitating the Implementation and Monitoring of the African Development Agenda: The Case of African Earth Observation Program. ISPRS Int. J. Geo Inf. 8 (7) (2019)
Mahlatse Kganyago, John Odindi, Clement Adjorlolo, Paidamwoyo Mhangara
Evaluating the capability of Landsat 8 OLI and SPOT 6 for discriminating invasive alien species in the African Savanna landscape. Int. J. Appl. Earth Obs. Geoinformation 67 (2018)