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Optical remote sensing of crop biophysical and biochemical parameters: An overview of advances in sensor technologies and machine learning algorithms for precision agriculture 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2024, 卷号: 218
作者:  Kganyago, Mahlatse;  Adjorlolo, Clement;  Mhangara, Paidamwoyo;  Tsoeleng, Lesiba
收藏  |  浏览/下载:23/0  |  提交时间:2024/10/04
Remote sensing  Machine learning  Precision agriculture  Leaf area index  Chlorophyll content  
Evaluating the contribution of Sentinel-2 view and illumination geometry to the accuracy of retrieving essential crop parameters 期刊论文
发表期刊: GISCIENCE & REMOTE SENSING. 出版年: 2023, 卷号: 60, 期号: 1
作者:  Kganyago, Mahlatse;  Ovakoglou, Georgios;  Mhangara, Paidamwoyo;  Adjorlolo, Clement;  Alexandridis, Thomas;  Laneve, Giovanni;  Beltran, Juan Suarez
收藏  |  浏览/下载:17/0  |  提交时间:2024/09/29
Chlorophyll Content  Leaf Area Index  Sentinel-2  Random Forest  red-edge vegetation indices  sun-sensor geometry  
Meteorological Influence of Mineral Dust Distribution Over South-Western Africa Deserts Using Reanalysis and Satellite Data 期刊论文
发表期刊: FRONTIERS IN ENVIRONMENTAL SCIENCE. 出版年: 2022, 卷号: 10
作者:  Shikwambana, Lerato;  Kganyago, Mahlatse
收藏  |  浏览/下载:16/0  |  提交时间:2024/09/20
dust aerosols  dust-extinction  CALIPSO  wind  MODIS  NDVI  
Using sentinel-2 observations to assess the consequences of the COVID-19 lockdown on winter cropping in Bothaville and Harrismith, South Africa 期刊论文
发表期刊: REMOTE SENSING LETTERS. 出版年: 2021, 卷号: 12, 期号: 9, 页码: 827-837
作者:  Kganyago, Mahlatse
收藏  |  浏览/下载:14/0  |  提交时间:2021/11/29
COVID-19  Sentinel-2  Agriculture  NDVI  Google Earth Engine  
UAV-Supported Forest Regeneration: Current Trends, Challenges and Implications 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 13
作者:  Mohan, Midhun;  Richardson, Gabriella;  Gopan, Gopika;  Aghai, Matthew Mehdi;  Bajaj, Shaurya;  Galgamuwa, G. A. Pabodha;  Vastaranta, Mikko;  Arachchige, Pavithra S. Pitumpe;  Amoros, Lot;  Dalla Corte, Ana Paula;  de-Miguel, Sergio;  Leite, Rodrigo Vieira;  Kganyago, Mahlatse;  Broadbent, Eben North;  Doaemo, Willie;  Shorab, Mohammed Abdullah Bin;  Cardil, Adrian
收藏  |  浏览/下载:26/0  |  提交时间:2021/07/30
planting trees with drones  seed pods  unmanned aerial system (UAS)  seed spraying drones  forestry applications of UAVs  afforestation and reforestation using UAVs  
Validation of sentinel-2 leaf area index (LAI) product derived from SNAP toolbox and its comparison with global LAI products in an African semi-arid agricultural landscape 期刊论文
发表期刊: REMOTE SENSING LETTERS. 出版年: 2020, 卷号: 11, 期号: 10, 页码: 883-892
作者:  Kganyago, Mahlatse;  Mhangara, Paidamwoyo;  Alexandridis, Thomas;  Laneve, Giovanni;  Ovakoglou, Georgios;  Mashiyi, Nosiseko
收藏  |  浏览/下载:17/0  |  提交时间:2021/01/07
Validation of atmospheric correction approaches for Sentinel-2 under partly-cloudy conditions in an African agricultural landscape 会议论文
会议名称: Conference on Remote Sensing of Clouds and the Atmosphere XXV held at SPIE Remote Sensing Conference. 会议地点: ELECTR NETWORK. 会议日期: SEP 21-25, 2020
作者:  Kganyago, Mahlatse;  Ovakoglou, Georgios;  Mhangara, Paidamwoyo;  Alexandridis, Thomas;  Odindi, John;  Adjorlolo, Clement;  Mashiyi, Nosiseko
收藏  |  浏览/下载:19/0  |  提交时间:2021/08/05
Sentinel-2  Surface Reflectance  Atmospheric correction  Analysis-Ready-Data  MAJA  Sen2Cor  iCor  FORCE