DasPy

• Category: Data Assimilation
• Development language: python
• Operating platform / Operating system: Linux
• Compilation tools and environment: Python
• Version: version 1.0
• GitHub download path: https://gitee.com/three-poles/Data-assimilation
• Citation:

  Han, X., Li, X., He, G., Kumbhar, P., Montzka, C., Kollet, S., Miyoshi, T., Rosolem, R., Zhang, Y., Vereecken, H., and Franssen, H.-J. H.: DasPy 1.0 – the Open Source Multivariate Land Data Assimilation Framework in combination with the Community Land Model 4.5, Geosci. Model Dev. Discuss., 8, 7395–7444, https://doi.org/10.5194/gmdd-8-7395-2015, 2015

Method description:

The objective of DasPy development is for the multisources and multivariate land data assimilation applications, such as soil moisture, soil temperature and joint state and parameter estimation.DasPy includes following components: CLM as the Model Operator;Local Ensemble Transform Kalman Filter as Assimilation Algorithm; CMEM, COSMIC, TSF as Observation Operators;

Installation: no installation required;

QR code:

• 安装方式：不需要安装

  运行方式：编译后运行

  输入变量：风速、气温、气压、辐射、降雨、相对湿度

  输出变量：土壤水分、土壤温度、蒸散发等

  二维码：