Commits · master · Helfenstein, Anatol / BIS-4D_masterclass · GitLab

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May 10, 2024
- updated README & TUTORIAL guide with newly published papers (updated citations) · f517209e
  Helfenstein, Anatol authored 1 year ago
  
  f517209e
Jan 22, 2024
- updated bibliography · 0d967522
  Helfenstein, Anatol authored 1 year ago
  
  0d967522
- Added CC-BY-4.0 license to code repository · 8c0e5be4
  Helfenstein, Anatol authored 1 year ago
  
  8c0e5be4
Sep 12, 2023
- updated references under review · d27deafb
  Helfenstein, Anatol authored 1 year ago
  
  d27deafb
Aug 07, 2023
- remove mapview comment · 89cd6d7e
  Helfenstein, Anatol authored 1 year ago
  
  89cd6d7e
Aug 06, 2023
- fixed link · 154005e3
  Helfenstein, Anatol authored 1 year ago
  
  154005e3
- updated references · cae8ad44
  Helfenstein, Anatol authored 1 year ago
  
  cae8ad44
- README of BIS-4D Masterclass; other minor changes · 0f0da2e1
  Helfenstein, Anatol authored 1 year ago
  
  0f0da2e1
- finished tutorial guide; small changes in script · c3ce4253
  Helfenstein, Anatol authored 1 year ago
  
  c3ce4253
Aug 03, 2023
- updated tutorial guide finished up to section dynamic covariates peat classes · 54121d54
  Helfenstein, Anatol authored 1 year ago
  
  54121d54
Aug 02, 2023
- first version of tutorial guide with finished exploratory analysis; testing in... · 3a76cadc
  Helfenstein, Anatol authored 1 year ago
  3a76cadc
Aug 01, 2023
- changed a few comments · 37a0a901
  Helfenstein, Anatol authored 1 year ago
  
  37a0a901
- save R list objects of predictions along depth transect at time series... · 959cce14
  Helfenstein, Anatol authored 1 year ago
  959cce14
- R chunks on predicting along depth transect and time series prediction plots;... · 140e3676
  Helfenstein, Anatol authored 1 year ago
  140e3676
Jul 31, 2023
- predict SOM for 2 years and 2 depth layers and visualize/plot maps using levelplot · 5ed3b13d
  Helfenstein, Anatol authored 1 year ago
  
  5ed3b13d
Jul 28, 2023
- model evaluation using statistical validation and prediction maps in 3D+T · 91509a41
  Helfenstein, Anatol authored 1 year ago
  
  91509a41
- computing dynamic covariates for some example years and depths and visualizing them · f7a4e623
  Helfenstein, Anatol authored 1 year ago
  
  f7a4e623
Jul 27, 2023
- re-ran script 24 but no changes · 2f1028c2
  Helfenstein, Anatol authored 1 year ago
  
  2f1028c2
- trying to designate dynamic LU covariates as categorical and plot with LU colors · 8ad5a64d
  Helfenstein, Anatol authored 1 year ago
  
  8ad5a64d
Jul 21, 2023
- derive dynamic land use covariates · b1043b60
  Helfenstein, Anatol authored 1 year ago
  
  b1043b60
- renamed R script and added additional soil point data exploratory analysis plots · 85c1f651
  Helfenstein, Anatol authored 1 year ago
  
  85c1f651
Jul 20, 2023
- prepare tutorial R script and Quarto instructions files · fd7deae4
  Helfenstein, Anatol authored 1 year ago
  
  fd7deae4
Jul 19, 2023
- time series of predictions at revisited deltaSOM PFB validation locations · 338c2bb7
  Helfenstein, Anatol authored 1 year ago
  
  338c2bb7
Jul 17, 2023
- 1 and 2 dimensional PDP for SOM target variable for mean, median, 95th and 5th quantile prediction · 4c69b6c1
  Helfenstein, Anatol authored 1 year ago
  
  4c69b6c1
Jul 14, 2023
- prepare data for time series plots · 3d8568d9
  Helfenstein, Anatol authored 1 year ago
  
  3d8568d9
- formatting · 27e0ac52
  Helfenstein, Anatol authored 1 year ago
  
  27e0ac52
- GIF animations of yearly SOM maps at different depths; time lapse · 176ebdf5
  Helfenstein, Anatol authored 1 year ago
  
  176ebdf5
- visualize SOM and delta SOM maps and uncertainty for different depths and years · e554aecc
  Helfenstein, Anatol authored 1 year ago
  
  e554aecc
- no changes · d009a89e
  Helfenstein, Anatol authored 1 year ago
  
  d009a89e
- corrected directory path · 8f123b56
  Helfenstein, Anatol authored 1 year ago
  
  8f123b56
- predictions every 5 cm between 0-2m depth along transect through NL to see SOM... · 0f4e3a26
  Helfenstein, Anatol authored 1 year ago
  0f4e3a26
- 3D+T maps of SOM for 6 GSM depth layers between 0-2m for years 1953-2022;... · 13a088a3
  Helfenstein, Anatol authored 1 year ago
  13a088a3
Jul 13, 2023
- compute rasters of dynamic covariates for each year between 1953-2022 · bd6546a5
  Helfenstein, Anatol authored 1 year ago
  
  bd6546a5
- script to predict target soil property at particular depth for particular year · eeb3e975
  Helfenstein, Anatol authored 1 year ago
  
  eeb3e975
- compute and save rasters of standardized GSM prediction depths · 65ef2d97
  Helfenstein, Anatol authored 1 year ago
  
  65ef2d97
- variable importance, PDP and introduction to xML method using Shapley values · 83c261b5
  Helfenstein, Anatol authored 1 year ago
  
  83c261b5
Jul 07, 2023
- model evaluation of SOM and deltaSOM using accuracy metrics and plots · abc07af1
  Helfenstein, Anatol authored 1 year ago
  
  abc07af1
- model evaluation separated by GSM depth layer · 722befb0
  Helfenstein, Anatol authored 1 year ago
  
  722befb0
- reference other script · a72c10ac
  Helfenstein, Anatol authored 1 year ago
  
  a72c10ac
- exploratory analysis files of pH and SOM modelling data; not fully... · 3d1d986c
  Helfenstein, Anatol authored 1 year ago
  3d1d986c