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://github.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: