====== CES Teams and Units ====== ===== Artificial Intelligence Team (AIT) ===== ==== Members ==== [[working_groups:list_of_group_members#artificial_intelligence_team_ait|See full list here]] ==== Purpose ==== ==== Tasks ==== ==== Projects and Softwares Developed ==== ==== Outcomes ==== ===== Data and Diagnostics Team (DDT) ===== ==== Members ==== [[working_groups:list_of_group_members#data_diagnostics_team_ddt|See full list here]] ==== Purpose==== Provision of data services ==== Tasks ==== * Develop, manage and maintain a common data service framework. * Develop, manage and maintain a common data service framework to collect, standardize and distribute climate and atmospheric data to both internal departmental and external users of the research and services community. Setting up an ESGF Data-Node is a priority of the team to give international visibility to the centre. * Implement locally and contribute to the development of international standards for data storage and exchange, with special interest in data in NetCDF and GRIB formats. * Contribute to external data quality checking projects (eg Copernicus C3S_512) * Deploy an infrastructure ready to overcome the Big Data challenge in Earth sciences. * Improve the capability for processing Big Data volumes for the analysis of Earth system simulation using the latest technologies both at hardware and software levels. * Improve the outcome to society of user-friendly data visualization products. * Study new approaches to address the I/O challenges of the new generation of high-resolution, highly parallelized Earth system models. * In this page, you can find the current material related to [[:working_groups:computational_earth_sciences:big_data|Big Data]] in Earth Sciences. * Artificial Intelligence for Earth Sciences. * New developments on Machine Learning and Artificial Intelligence have great potential for the exploitation and modelling of the ever-increasing stream of geospatial data. Therefore, a new research line has been started within CES to develop new Machine Learning models (specially based on Deep Neural Networks) for Earth Sciences. All the information can be found here ([[:working_groups:computational_earth_sciences:ai4es|AI4ES]]). ==== Projects and Softwares Developed ==== * [[https://earth.bsc.es/gitlab/ces/C3PO|C3PO]] *[[https://earth.bsc.es/gitlab/es/earthdiagnostics|Earth Diagnostics]] *[[https://earth.bsc.es/gitlab/es/ece2cmor|ece2cmor]] *[[https://earth.bsc.es/gitlab/ces/R2D2|R2D2]] * SDS-WAS/BDFC [[https://earth.bsc.es/gitlab/es/sdswas.mapviewer|Map Viewer]] and [[https://earth.bsc.es/gitlab/es/sdswas.skin|Other customizations]] * [[https://earth.bsc.es/gitlab/es/mapgenerator|MapGenerator]] * ESGF Node: [[https://esgf.llnl.gov | info]] and [[https://esgf-index1.ceda.ac.uk/projects/esgf-ceda/| esgf-ceda portal]] * [[https://earth.bsc.es/wiki/lib/exe/fetch.php?media=library:internal:20160913_pabretonniere_thredds_training.pdf |THREDDS info]] and [[https://earth.bsc.es/thredds/catalog.html| THREDDS direct link]] *[[https://earth.bsc.es/gitlab/es/s2dverification|s2dverification]] *[[https://earth.bsc.es/c3s512/doku.php?id=start|C3S_512]] ==== Outcomes ==== ===== High Performance Computing for Earth Sciences Team (HPC4EST) ===== ==== Members ==== [[working_groups:list_of_group_members#high_performance_computing_for_earth_sciences_team_hpc4est|See full list here]] ==== Purpose==== Efficient use of the computational resources by the research groups ==== Tasks ==== * Provide HPC Services such as performance analysis to identify bottlenecks and apply optimizations * Collaborate with other BSC departments, especially Computer Sciences, to use state-of-the-art programming models and profiling tools to prepare Earth sciences models to run on next generation exascale HPC system. Also improve the efficiency of existing models and postprocessing tools interacting with developers and users during all stages of software development lifecycle. * Research on new computational methods to apply on Earth Sciences models * Collaborate with external Earth system modelling teams to implement and test new computational methods that allow the use of new platforms such as heterogeneous architectures. ==== Projects and Softwares Developed ==== *[[https://earth.bsc.es/gitlab/es/ELPiN|ELPin]] *[[https://earth.bsc.es/gitlab/es/lucia-alternative.git|Lucia-lite]] ==== Outcomes ==== ===== Models & Workflows Team (MWT) ===== ==== Members ==== [[working_groups:list_of_group_members#models_workflows_team_mwt|See full list here]] ==== Purpose==== Development of HPC user-friendly software framework for Earth system modeling and the management of operational systems ==== Tasks ==== * Support the development of atmospheric research software and contribute to its maintenance. * Interact with model developers and HPC support teams to develop and deploy a software stack to run generic Earth system models on a wide range of HPC facilities. * Maintain and improve operational systems. * Collaborate with the other three groups to satisfy their needs for the development and efficient running, including the design of appropriate workflows, of the BSC-ES operational air quality, weather and climate forecast systems. ==== Projects and Softwares Developed ==== ^ Software tools ^ Auto-Models ^ Models ^ | [[https://github.com/BSC-ES/autosubmit|Autosubmit3]] | [[https://earth.bsc.es/gitlab/es/auto-ecearth3|Auto-EC-Earth]] | [[https://earth.bsc.es/gitlab/es/ec-earth3|EC-Earth3]] | | [[https://github.com/BSC-ES/autosubmit|Autosubmit4]] | [[https://earth.bsc.es/gitlab/es/auto-monarch.git|Auto-MONARCH]] | [[https://earth.bsc.es/gitlab/es/ec-earth4|EC-Earth4]] | | [[https://github.com/BSC-ES/autosubmit-gui|Autosubmit GUI: React App]] | [[https://earth.bsc.es/gitlab/es/auto-caliope|Auto-CALIOPE]] | [[https://earth.bsc.es/gitlab/es/HERMESv3_MONARCH|HERMESv3]] | | [[https://github.com/BSC-ES/autosubmit-api|Autosubmit API]] | [[https://earth.bsc.es/gitlab/es/auto-hermes|Auto-HERMES]] | [[https://earth.bsc.es/gitlab/es/hermesv3_bu|HERMESv3 Bottom Up]] | | [[https://earth.bsc.es/gitlab/es/testing_suite| Testing suite]] | [[https://earth.bsc.es/gitlab/es/AQFS-MexDF|AQFS Mexico DF]] | [[https://earth.bsc.es/gitlab/es/hermesv3_gr|HERMESv3 Global Regional]] | | [[https://earth.bsc.es/gitlab/es/monarch_reduce|MONARCH Reduce]] | [[https://earth.bsc.es/gitlab/cp/genetic_algorithm_pisces1d|Genetic Algorithm PISCES1D]] | [[https://earth.bsc.es/gitlab/ac/nmmb-monarch|MONARCH]] | | [[https://earth.bsc.es/gitlab/es/it|Interpolation Tool]] | | [[https://earth.bsc.es/gitlab/es/monarch-DA|MONARCH DA]] | | [[https://earth.bsc.es/gitlab/es/auto-ecearth-utils|Auto-EC-Earth utils]] | | [[https://earth.bsc.es/gitlab/ac/caliope-urban| CALIOPE Urban]] | | [[https://earth.bsc.es/gitlab/es/operationals|Operationals]] | | [[https://earth.bsc.es/gitlab/svn/nemo-mirror|NEMO]] | | [[https://earth.bsc.es/gitlab/es/caliope_cat|CALIOPE CAT]] | | [[https://earth.bsc.es/gitlab/es/WRF|WRF]] | | [[ https://earth.bsc.es/gitlab/es/lucia-alternative.git | Lucia-lite ]] | | [[https://earth.bsc.es/gitlab/es/CMAQ|CMAQ]] | ==== Outcomes ==== ===== Climate Model Development and HPC Adaptation Unit ===== ==== Members ==== *** Iria Ayan** (Unit Leader) * Alejandro García * Eric Ferrer * Marcel Cases * Roc S. Andreazini * Sergi Palomas * Simone Vacondio **Purpose**\\ **Tasks**\\ **Projects and Softwares Developed**\\ **Outcomes**\\ ===== EC-Earth Unit ===== ==== Members ==== *** [[working_groups:member_s_short_bio#gilbert_montane|Gilbert Montané]]** (Unit Leader) * Alejandro García * Breixo Soliño Fernandez * Eric Ferrer Escuin * Matias F. Rebolledo * Supriyo Ghosh **Purpose**\\ **Tasks**\\ **Projects and Softwares Developed**\\ **Outcomes**\\ ===== Emissions Unit ===== ==== Members ==== *** Carles Tena** (Unit Leader) *Artur Viñas Ferran * Carmen Piñero Megías * Johanna Gehlen * Luca Rizza ==== Purpose ==== Create and improve emission models and post-processing tools.\\ See more information [[https://nextcloud.bsc.es/index.php/s/pd4eE42JPWzAk6W|here.]] ==== Tasks ==== * Develop new emission models, maintain current ones and explore HPC optimizations. Take care of post-processing tools for AC models.\\ ==== Projects and Softwares Developed ==== * HERMES_GR * HERMES_BU * HERMES_Delta * PHENOMENA * IEZMVM * NES * SNES * Output_Checker ==== Outcomes ==== Open source emission models. Papers as co-autors. (Working on first-autor technical papers). ===== GPU Computing Unit ===== ==== Members ==== *** Alexey Medvedev** (Unit Leader) * Aitor Sanchez * Andrew Forembski * Christian Guzman * Okke L. Van Eck * Rommel A. Quintanilla **Purpose**\\ **Tasks**\\ **Projects and Softwares Developed**\\ **Outcomes**\\ ===== MONARCH Development and HPC Adaptation Unit ===== ==== Members ==== *** Hannah Ross** (Unit Leader) * Alba Martínez * Alejandro García * Andrew Forembski * Christian Guzman * Joan Bernat **Purpose**\\ **Tasks**\\ **Projects and Softwares Developed**\\ **Outcomes**\\ ===== Numerical Development and Scientific Evaluation Unit ===== ==== Members ==== * ** Kai Keller** (Unit Leader) * Carlos Romero * Marta Alerany * Nicholas T. Abel **Purpose**\\ **Tasks**\\ **Projects and Softwares Developed**\\ **Outcomes**\\ ===== R Tools Unit ===== ==== Members ==== *** Victoria Agudetse** (Unit Leader) *Ariadna Batalla * Raul Capellan * Theertha Kariyathan ==== Purpose ==== Develop R packages and software tools for the analysis and visualization of climate data.\\ See more information [[tools:rtools|here]]. ==== Tasks ==== * Maintain current in-house R packages. * Coordinate with other groups to integrate and organize common R code according to research and project needs. * Contribute to the operationalization of climate services for department projects. * Provide user support to researchers working with the R Tools.\\ ==== Projects and Softwares Developed ==== * [[https://gitlab.earth.bsc.es/es/start|RstartR]] * [[https://gitlab.earth.bsc.es/ces/multiApply/|multiApply]] * [[https://gitlab.earth.bsc.es/es/easyNCDF/-/issues| easyNCDF]] * [[https://gitlab.earth.bsc.es/es/s2dv/|s2dv]] * [[https://gitlab.earth.bsc.es/es/ClimProjDiags|ClimProjDiags]] * [[https://gitlab.earth.bsc.es/external/cstools|CSTools]] * [[https://gitlab.earth.bsc.es/es/csindicators/|CSIndicators]] * [[https://gitlab.earth.bsc.es/es/esviz/|esviz]] * [[https://gitlab.earth.bsc.es/es/sunset|SUNSET]] ==== Outcomes ==== * startR, multiApply, easyNCDF, s2dv, ClimProjDiags, CStools and CSIndicators are published on the Comprehensive R Archive Network (CRAN). * [[https://earth.bsc.es/wiki/lib/exe/fetch.php?media=library:external:sunset_poster_cerise.pdf|SUNSET poster]] presented at conferences (CERISE General Assembly, EMS2024, XIII Asociación Española de Climatología) * Technical papers published for some of the R Packages ([[https://gmd.copernicus.org/articles/15/6115/2022/|CSTools]], [[https://doi.org/10.1016/j.cliser.2023.100393|CSIndicators]]) * Co-authorship in papers by other groups ===== Web Development Unit ===== ==== Members ==== *** Elliott Rose** (Unit Leader) * Alba Vilanova * Luiggi G. Tenorio * Rebeca Nunes * Santiago Ramirez **Purpose**\\ **Tasks**\\ **Projects and Softwares Developed**\\ **Outcomes**\\