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Climate DT User Guide
Climate DT User Guide

Contents

  • Simulations
    • Multi-decadal Simulations
    • Storyline Simulations
  • Climate Models
    • ICON
      • Control Simulation
      • Historical and Projection Simulations
    • IFS-FESOM
      • Control Simulation
      • Historical and Projection Simulations
      • Storyline Simulations
      • IFS model description
    • IFS-NEMO
      • Control Simulation
      • Historical and Projection Simulations
      • IFS model description
  • Showcasing the Climate DT in Action
  • Data and Access
    • Polytope
    • Insula Code
    • Harmonised Data Access (HDA)
    • Data Structure and Keys
    • Data Catalogue
    • Ocean Model Levels
  • Data Catalogue
  • Model Evaluation
    • Multi-model Evaluation
    • ICON Evaluation
    • IFS-FESOM Evaluation
    • IFS-NEMO Evaluation
    • Storyline Evaluation
  • Workflow and Architecture
  • Impact-Sector Applications
    • Energy Indicators
      • Data Description
      • Data Quality and Evaluation
        • Energy Indicators for IFS-NEMO
        • Energy Indicators for IFS-FESOM
        • Energy Indicators for ICON
      • Examples
      • Technical Documentation
      • Related Resources
    • Wildfire FWI
      • Data Description
      • Data Quality and Evaluation
        • Canadian Forest Fire Weather Index for IFS-NEMO
        • Canadian Forest Fire Weather Index for IFS-FESOM
        • Canadian Forest Fire Weather Index for ICON
      • Examples
      • Technical Documentation
      • Related Resources
    • HydroLand
      • Data Description
      • Data Quality and Evaluation
        • IFS-NEMO
        • IFS-FESOM
        • ICON
      • Examples
      • Technical Documentation
      • Related Resources
    • HydroMet
      • Data Description
      • Data Quality and Evaluation
        • IFS-NEMO
        • IFS-FESOM
        • ICON
      • Examples
      • Technical Documentation
      • Related Resources
    • Accessing Impact-Sector Applications Data
  • References
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Related Resources¶

This page collects related datasets, documentation, repositories, publications, and contact information for the Energy Indicators application.

Repositories and documentation¶

  • Energy Indicators package repository and its documentation The source code of the Energy application can be found here.

  • Fields DataBase (FDB) Further information on how the climate models write their output.

  • GSV interface Source code of the package that allows reading the climate models’ output seamlessly.

  • HEALPix documentation Information on the native grid in which the climate model output is stored.

  • EuroHPC Joint Undertaking Main page on the EuroHPC Joint Undertaking, that allows using the biggest HPCs in Europe.

  • ECMWF user story on wind energy and Climate DT More information on the Energy use case, where we gather information on some of the key users and give more details of the scope of it.

Scientific literature¶

Doblas-Reyes, F. J., Kontkanen, J., Sandu, I., Acosta, M., Al Turjmam, M. H., Alsina-Ferrer, I., Andrés-Martínez, M., Anerdi, C., Arriola, L., Axness, M., Batlle Martín, M., Bauer, P., Becker, T., Beltrán, D., Beyer, S., Bockelmann, H., Bretonnière, P.-A., Cabaniols, S., Caprioli, S., Castrillo, M., Chandrasekar, A., Cheedela, S., Correal, V., Danovaro, E., Davini, P., Enkovaara, J., Frauen, C., Früh, B., Gaya Àvila, A., Ghinassi, P., Ghosh, R., Ghosh, S., González, I., Grayson, K., Griffith, M., Hadade, I., Haine, C., Hartick, C., Haus, U.-U., Hearne, S., Järvinen, H., Jiménez, B., John, A., Juchem, M., Jung, T., Kegel, J., Kelbling, M., Keller, K., Kinoshita, B., Kiszler, T., Klocke, D., Kluft, L., Koldunov, N., Kölling, T., Kolstela, J., Kornblueh, L., Kosukhin, S., Lacima-Nadolnik, A., Leal Rojas, J. J., Lehtiranta, J., Lunttila, T., Luoma, A., Manninen, P., Medvedev, A., Milinski, S., Mohammed, A., Müller, S., Naryanappa, D., Nazarova, N., Niemelä, S., Niraula, B., Nortamo, H., Nummelin, A., Nurisso, M., Ortega, P., Paronuzzi, S., Pedruzo-Bagazgoitia, X., Pelletier, C., Peña, C., Polade, S., Pradhan, H. K., Quintanilla, R., Quintino, T., Rackow, T., Räisänen, J., Rajput, M. M., Redler, R., Reuter, B., Rocha Monteiro, N., Roura-Adserias, F., Ruppert, S., Sayed, S., Schnur, R., Sharma, T., Sidorenko, D., Sievi-Korte, O., Soret, A., Steger, C., Stevens, B., Streffing, J., Sunny, J., Tenorio, L., Thober, S., Tigerstedt, U., Tinto, O., Tonttila, J., Tuomenvirta, H., Tuppi, L., Van Thielen, G., Vitali, E., von Hardenberg, J., Wagner, I., Wedi, N., Wehner, J., Willner, S., Yepes-Arbós, X., Ziemen, F., and Zimmermann, J.: The Destination Earth digital twin for climate change adaptation, Geosci. Model Dev., 19, 2821-2848, https://doi.org/10.5194/gmd-19-2821-2026, 2026.

Grayson, K., Thober, S., Lacima-Nadolnik, A., Alsina-Ferrer, I., Lledó, L., Sharifi, E., and Doblas-Reyes, F. (2025). Statistical summaries for streamed data from climate simulations: one-pass algorithms. Geoscientific Model Development, 18(17), 5873-5890. https://doi.org/10.5194/gmd-18-5873-2025

Lacima-Nadolnik, A., Grayson, K., Roura-Adserias, F., Ghosh, S., Keller, K., Batlle, M., Gonzalez-Yeregi, I., Samsó-Cabré, M., Soret, A., and Doblas-Reyes, F. J. Near-term streamed climate information from kilometre-scale global climate models for the wind energy sector. Available at SSRN: https://ssrn.com/abstract=5509245 or http://dx.doi.org/10.2139/ssrn.5509245

Ghosh, S., Ganguly, D., Dey, S., and Chowdhury, S. G. (2024). Future photovoltaic potential in India: navigating the interplay between air pollution control and climate change mitigation. Environmental Research Letters, 19(12), 124030. https://doi.org/10.1088/1748-9326/ad8c68

Gualtieri, G. (2021). Reliability of ERA5 reanalysis data for wind resource assessment: A comparison against tall towers. Energies, 14(14), 4169. https://doi.org/10.3390/en14144169

Ramon, J., Lledó, L., Torralba, V., Soret, A., & Doblas‐Reyes, F. J. (2019). What global reanalysis best represents near‐surface winds?. Quarterly Journal of the Royal Meteorological Society, 145(724), 3236-3251.https://doi.org/10.1002/qj.3616

Contact¶

Contact the developers at energy-destine@bsc.es.

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Last updated on 02 September 2026
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    • Repositories and documentation
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