Dataset for "Improving rainfall-runoff model reliability under non-stationarity of model parameters – a hypothesis testing based framework"

This dataset includes all code used to run the hypotheses testing based framework to trade space-for-time presented in 'Improving rainfall-runoff model relaiability under non-stationarity of model parameters - a hypothesis testing based framework'

The code is divided into steps in the sequence Step_A_CreateDataset, Step_B_ModelCalibration, and Step_C_Experimental_TSFT_Approaches

Each step has a separate readme file describing code in the subfolder.
Step_A reads data from the Newman et al. (2015) dataset (stored in LSHD_Database), performs data checks, and selects the watersheds used for subsequent analysis.
Step_B calibrates the rainfall-runoff model (stored in Model_And_Processed_DataFiles) to the selected watersheds
Finally, Step_C applies all the experimental TSFT hypothese attempted for 7 biome transitioning watersheds.

Sample raw input files from the Newman et al. (2015) dataset, all processed input files, and sample simulation outputs are included in the dataset.
Note: All outputs pertaining to the biome changing watersheds are included.

本数据集包含用于复现论文《考虑模型参数非平稳性的降雨径流模型可靠性提升——基于假设检验的框架》中提出的基于假设检验的时空替代（space-for-time）分析框架的全部代码。
本代码按顺序分为Step_A_CreateDataset、Step_B_ModelCalibration与Step_C_Experimental_TSFT_Approaches三个步骤，每个步骤对应的子文件夹中均配有独立的README文件，用于说明该步骤下的代码内容。
Step_A负责从纽曼等人（2015）的数据集（存储于LSHD_Database中）读取数据，开展数据校验，并筛选出后续分析所需的研究流域。
Step_B针对筛选出的流域，对存储于Model_And_Processed_DataFiles路径下的降雨径流模型进行校准。
最后，Step_C将所有实验性时空替代假设应用于7个生物群系过渡流域开展测试。
本数据集包含纽曼等人（2015）数据集的原始输入文件样本、全部预处理输入文件以及模拟输出样本。
注：本数据集涵盖所有与生物群系过渡流域相关的输出结果。