From a1c31e319a4bdc77aacd46eb012c9e58de5192e8 Mon Sep 17 00:00:00 2001 From: Timo Houben Date: Fri, 14 Feb 2025 15:43:58 +0100 Subject: [PATCH] finalised readme with zenodo doi and correct reference --- README.md | 15 ++++++--------- 1 file changed, 6 insertions(+), 9 deletions(-) diff --git a/README.md b/README.md index 06cfad9..eb6fc6d 100644 --- a/README.md +++ b/README.md @@ -1,8 +1,10 @@ # Soil moisture module for digital soil moisture mapping. -The module was developed in the study of Houben et al. (2023) (to be) published in Vadose Zone Journal: +The module was developed in the study of Houben et al. (2025) published in Vadose Zone Journal: -Houben, T., Khurana, S., Ebeling, P., Schmid, J., Boog, J., (2023): *Machine-learning based spatio-temporal prediction of soil moisture in a grassland hillslope*. Vadose Zone Journal. +Houben, T., Ebeling, P., Khurana, S., Schmid, J., Boog, J., (2025): *Machine-learning based spatio-temporal prediction of soil moisture in a grassland hillslope*. Vadose Zone Journal. + +The input data and results of the study are published via Zenodo: [Digital Soil Moisture Mapping - Data accompanying Houben et al. 2025, Vadose Zone Journal](10.5281/zenodo.14871615) ## Folders in this repository @@ -36,7 +38,7 @@ Contains scripts to run the machine learning models which are presented in the m │   ├── I85_20211124_GBRT_seed12000_PE_maps_vis.py │   └── I85_20211124_NN_seed12000_TH_maps_vis.py ├── ml-project-sm.yml - ├── run_scripts + ├── run_scripts_air_temp │   ├── I41_SVR_test_seed_manuscript.py │   ├── I69_20210614_Fit-SpatioTemp-RF_JB.py │   ├── I71_20211124_SM_GBRT_basefeat_tune_seeds_eve_PE.py @@ -44,12 +46,7 @@ Contains scripts to run the machine learning models which are presented in the m │   ├── I74_20210630_SM_run_NN_54_1337_TH.py │   ├── I74_20210630_SM_run_NN_54_420_TH.py │   ├── I74_20210630_SM_run_NN_54_42_TH.py - │   ├── I74_20210630_SM_run_NN_54_7_TH.py - │   ├── I74_20210630_SM_run_NN_BEST_54_12000_TH.py - │   ├── I74_20210630_SM_run_NN_BEST_54_1337_TH.py - │   ├── I74_20210630_SM_run_NN_BEST_54_420_TH.py - │   ├── I74_20210630_SM_run_NN_BEST_54_42_TH.py - │   └── I74_20210630_SM_run_NN_BEST_54_7_TH.py + │   └── I74_20210630_SM_run_NN_54_7_TH.py └── setup.py ```