Skip to content

About

Modelling Wildfire Susceptibility in Table Mountain National Park using Spatiotemporal Machine Learning.

Topics

convlstmdata-sciencemachine-learningspatial-temporal-analysis

Resources

Readme
Activity

Stars

0 stars

Watchers

2 watching

Forks

0 forks
Report repository
BranchesTags

Latest commit

 

History

175 Commits

Folders and files

NameName
Last commit message
Last commit date
.gitignore
.gitignore
 
 
Citing Packages.R
Citing Packages.R
 
 
ConvLSTM MODEL (2002-2022 dataset).R
ConvLSTM MODEL (2002-2022 dataset).R
 
 
ConvLSTM MODEL.R
ConvLSTM MODEL.R
 
 
ConvLSTM MODEL_Version2.R
ConvLSTM MODEL_Version2.R
 
 
ConvLSTM MODEL_full_2002_2022_dataset.R
ConvLSTM MODEL_full_2002_2022_dataset.R
 
 
ConvLSTM MODEL_full_2014_2022_dataset.R
ConvLSTM MODEL_full_2014_2022_dataset.R
 
 
ConvLSTM trials.R
ConvLSTM trials.R
 
 
ConvLSTM_MODEL_full_2002_2022_dataset.R
ConvLSTM_MODEL_full_2002_2022_dataset.R
 
 
ConvLSTM_MODEL_full_2014_2022_dataset.R
ConvLSTM_MODEL_full_2014_2022_dataset.R
 
 
Correlation_ARH_TP_ANSWS.R
Correlation_ARH_TP_ANSWS.R
 
 
Data Organisation- CHIRPS_Precipitation.R
Data Organisation- CHIRPS_Precipitation.R
 
 
Data Organisation- WorldClim_Precipitation.R
Data Organisation- WorldClim_Precipitation.R
 
 
Data Organisation- WorldClim_Temperature.R
Data Organisation- WorldClim_Temperature.R
 
 
Data Organisation-Aerial Imagery.R
Data Organisation-Aerial Imagery.R
 
 
Data Science Minor Dissertation.Rproj
Data Science Minor Dissertation.Rproj
 
 
Data Structuring and Normalisation.R
Data Structuring and Normalisation.R
 
 
Dealing with Fire Data Imbalance.R
Dealing with Fire Data Imbalance.R
 
 
EDA.R
EDA.R
 
 
FIRMS FIRE DATA.R
FIRMS FIRE DATA.R
 
 
FORECASTING MODEL.R
FORECASTING MODEL.R
 
 
Factor Analysis.R
Factor Analysis.R
 
 
GEE Java Script back up.R
GEE Java Script back up.R
 
 
Importing Aerial Imageries & Validating Interpolation.R
Importing Aerial Imageries & Validating Interpolation.R
 
 
LULC.R
LULC.R
 
 
Load Data.R
Load Data.R
 
 
NBR.R
NBR.R
 
 
NDMI.R
NDMI.R
 
 
NDVI.R
NDVI.R
 
 
NDWI.R
NDWI.R
 
 
RANDOM FOREST MODEL.R
RANDOM FOREST MODEL.R
 
 
README.md
README.md
 
 
RESULTS ANALYSIS.R
RESULTS ANALYSIS.R
 
 
RESULT_ 2014_2022_model.R
RESULT_ 2014_2022_model.R
 
 
RESULT_2002_2022_model.R
RESULT_2002_2022_model.R
 
 
RESULT_2014_2022_model.R
RESULT_2014_2022_model.R
 
 
RESULT_2014_2022_model_Version2.R
RESULT_2014_2022_model_Version2.R
 
 
RGEE.R
RGEE.R
 
 
Random Forest Data Preparation.R
Random Forest Data Preparation.R
 
 
Relative Humidity data.R
Relative Humidity data.R
 
 
SANPARK FIRE DATA.R
SANPARK FIRE DATA.R
 
 
SANPARKS&FIRMS FIRE DATA.R
SANPARKS&FIRMS FIRE DATA.R
 
 
Sentinel 3 LST.R
Sentinel 3 LST.R
 
 
TOPO.R
TOPO.R
 
 
Vegetation types.R
Vegetation types.R
 
 
Wind Speed Data.R
Wind Speed Data.R
 
 
fire_vs_pop.R
fire_vs_pop.R
 
 

Repository files navigation

Data-Science-Research

About

Modelling Wildfire Susceptibility in Table Mountain National Park using Spatiotemporal Machine Learning.

Topics

convlstmdata-sciencemachine-learningspatial-temporal-analysis

Resources

Readme
Activity

Stars

0 stars

Watchers

2 watching

Forks

0 forks
Report repository

Releases

Packages

Contributors

Languages