Bush encroachment monitoring using multi-temporal Landsat data and random forests

14 citations as recorded by crossref.

1. Understanding the spatio-temporal distribution of bush encroachment in savannah rangelands, South Africa T. Maphanga et al. 10.1080/10106049.2024.2366515
2. Optimisation of Savannah Land Cover Characterisation with Optical and SAR Data E. Symeonakis et al. 10.3390/rs10040499
3. A Review of Community-Based Strategies for Addressing Bush Encroachment in the Semi-Arid Savannah Rangelands of Southern Africa T. Baloyi et al. 10.3390/conservation5010015
4. Rapid and extensive expansion of shrub encroachment into grassland in Xilin Gol League, China, and its driving forces X. Lv et al. 10.1016/j.jag.2024.104009
5. Advancements in the satellite sensing of the impacts of climate and variability on bush encroachment in savannah rangelands T. Maphanga et al. 10.1016/j.rsase.2021.100689
6. Assessing the dynamics of land use and land cover change in semi‐arid savannah: A focus on woody plant encroachment utilising historical satellite data C. Malapane et al. 10.1111/aje.13300
7. Woody encroachment slows decomposition and termite activity in an African savanna M. Leitner et al. 10.1111/gcb.14118
8. Anthropogenic climate change has driven over 5 million km2 of drylands towards desertification A. Burrell et al. 10.1038/s41467-020-17710-7
9. Sentinel-1 and Sentinel-2 Data for Savannah Land Cover Mapping: Optimising the Combination of Sensors and Seasons J. Borges et al. 10.3390/rs12233862
10. Characterizing the encroachment of juniper forests into sub-humid and semi-arid prairies from 1984 to 2010 using PALSAR and Landsat data J. Wang et al. 10.1016/j.rse.2017.11.019
11. Rangeland degradation and bush encroachment assessment using machine learning approaches in a semi-arid nature reserve S. Jombo & M. Abd Elbasit 10.1080/19475683.2025.2552158
12. Monitoring bush encroachment in Bisley Nature Reserve using RapidEye and PlanetScope data N. Mncwabe et al. 10.1007/s10980-025-02151-8
13. Modelling bush encroachment dynamics using Intensity Analysis and the Cellular Automata model N. Mncwabe et al. 10.1007/s10661-025-13808-x
14. Spectral Discrimination of Common Karoo Shrub and Grass Species Using Spectroscopic Data C. Harmse & A. van Niekerk 10.3390/rs16203869