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A Module for Calibrating Impact Functions in theClimate Risk Modeling Platform CLIMADA 气候风险建模平台 CLIMADA 中的影响函数校准模块
Journal of open source software Pub Date : 2024-07-26 DOI: 10.21105/joss.06755
Lukas Riedel, Chahan M. Kropf, Timo Schmid
{"title":"A Module for Calibrating Impact Functions in the\u0000Climate Risk Modeling Platform CLIMADA","authors":"Lukas Riedel, Chahan M. Kropf, Timo Schmid","doi":"10.21105/joss.06755","DOIUrl":"https://doi.org/10.21105/joss.06755","url":null,"abstract":"Impact functions model the vulnerability of people and assets exposed to weather and climate hazards. Given probabilistic hazard event sets or weather forecasts, they enable the computation of associated risks or impacts, respectively. Because impact functions are difficult to determine on larger spatial and temporal scales of interest, they are often calibrated using hazard, exposure, and impact data from past events. We present a module for calibrating impact functions based on such data using established calibration techniques like Bayesian optimization. It is implemented as Python submodule climada.util.calibrate of the climate risk modeling platform CLIMADA (Aznar-Siguan et al., 2023), and fully integrates into its workflow.","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":"20 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141801852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
SSN2: The next generation of spatial stream networkmodeling in R SSN2：用 R 进行空间流网络建模的下一代工具
Journal of open source software Pub Date : 2024-07-26 DOI: 10.21105/joss.06389
Michael Dumelle, Erin E. Peterson, Jay M. Ver Hoef, Alan R. Pearse, Dan J Isaak
{"title":"SSN2: The next generation of spatial stream network\u0000modeling in R","authors":"Michael Dumelle, Erin E. Peterson, Jay M. Ver Hoef, Alan R. Pearse, Dan J Isaak","doi":"10.21105/joss.06389","DOIUrl":"https://doi.org/10.21105/joss.06389","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":"59 48","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141799473","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
tidylda: An R Package for Latent Dirichlet AllocationUsing ‘tidyverse’ Conventions tidylda：使用 "tidyverse "约定的潜在德里希勒分配 R 包
Journal of open source software Pub Date : 2024-07-25 DOI: 10.21105/joss.06800
Tommy Jones
{"title":"tidylda: An R Package for Latent Dirichlet Allocation\u0000Using ‘tidyverse’ Conventions","authors":"Tommy Jones","doi":"10.21105/joss.06800","DOIUrl":"https://doi.org/10.21105/joss.06800","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":"35 17","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141804145","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
mathlib: A Scala package for readable, verifiable andsustainable simulations of formal theory mathlib：用于形式理论的可读、可验证和可持续模拟的 Scala 软件包
Journal of open source software Pub Date : 2024-07-25 DOI: 10.21105/joss.06049
Mark Blokpoel
{"title":"mathlib: A Scala package for readable, verifiable and\u0000sustainable simulations of formal theory","authors":"Mark Blokpoel","doi":"10.21105/joss.06049","DOIUrl":"https://doi.org/10.21105/joss.06049","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":"105 11","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141802305","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
atems: Analysis tools for TEM images of carbonaceousparticles atems：碳质颗粒 TEM 图像分析工具
Journal of open source software Pub Date : 2024-07-25 DOI: 10.21105/joss.06416
T. Sipkens, Ramin Dastanpour, Una Trivanovic, Hamed Nikookar, S. Rogak
{"title":"atems: Analysis tools for TEM images of carbonaceous\u0000particles","authors":"T. Sipkens, Ramin Dastanpour, Una Trivanovic, Hamed Nikookar, S. Rogak","doi":"10.21105/joss.06416","DOIUrl":"https://doi.org/10.21105/joss.06416","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":"42 22","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141805611","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
pymnet: A Python Library for MultilayerNetworks pymnet：多层网络 Python 库
Journal of open source software Pub Date : 2024-07-24 DOI: 10.21105/joss.06930
Tarmo Nurmi, Arash Badie-Modiri, Corinna Coupette, Mikko Kivelä
{"title":"pymnet: A Python Library for Multilayer\u0000Networks","authors":"Tarmo Nurmi, Arash Badie-Modiri, Corinna Coupette, Mikko Kivelä","doi":"10.21105/joss.06930","DOIUrl":"https://doi.org/10.21105/joss.06930","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":"28 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141808756","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IKPLS: Improved Kernel Partial Least Squares and FastCross-Validation Algorithms for Python with CPU and GPU ImplementationsUsing NumPy and JAX IKPLS：利用 NumPy 和 JAX 在 CPU 和 GPU 上实现的 Python 改进型核部分最小二乘法和快速交叉验证算法
Journal of open source software Pub Date : 2024-07-23 DOI: 10.21105/joss.06533
Ole-Christian Galbo Engstrøm, E. Dreier, Birthe Pontoppidan Møller Jespersen, Kim Steenstrup Pedersen
{"title":"IKPLS: Improved Kernel Partial Least Squares and Fast\u0000Cross-Validation Algorithms for Python with CPU and GPU Implementations\u0000Using NumPy and JAX","authors":"Ole-Christian Galbo Engstrøm, E. Dreier, Birthe Pontoppidan Møller Jespersen, Kim Steenstrup Pedersen","doi":"10.21105/joss.06533","DOIUrl":"https://doi.org/10.21105/joss.06533","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":"137 39","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141810895","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
VOTCA: multiscale frameworks for quantum and classicalsimulations in soft matter VOTCA：软物质量子和经典模拟的多尺度框架
Journal of open source software Pub Date : 2024-07-23 DOI: 10.21105/joss.06864
B. Baumeier, Jens Wehner, N. Renaud, F. Z. Ruiz, Rene Halver, Pranav Madhikar, Ruben Gerritsen, G. Tirimbò, Javier Sijen, David Rosenberger, Joshua S. Brown, Vivek Sundaram, Jakub Krajniak, Marvin P Bernhardt, Christoph Junghans
{"title":"VOTCA: multiscale frameworks for quantum and classical\u0000simulations in soft matter","authors":"B. Baumeier, Jens Wehner, N. Renaud, F. Z. Ruiz, Rene Halver, Pranav Madhikar, Ruben Gerritsen, G. Tirimbò, Javier Sijen, David Rosenberger, Joshua S. Brown, Vivek Sundaram, Jakub Krajniak, Marvin P Bernhardt, Christoph Junghans","doi":"10.21105/joss.06864","DOIUrl":"https://doi.org/10.21105/joss.06864","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":"121 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141812065","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
piglot: an Open-source Package for Derivative-freeOptimisation of Numerical Responses piglot：用于数值响应无衍生优化的开源软件包
Journal of open source software Pub Date : 2024-07-23 DOI: 10.21105/joss.06652
R. P. C. Coelho, A. F. C. Alves, T. M. N. Pires, F. M. A. Pires
{"title":"piglot: an Open-source Package for Derivative-free\u0000Optimisation of Numerical Responses","authors":"R. P. C. Coelho, A. F. C. Alves, T. M. N. Pires, F. M. A. Pires","doi":"10.21105/joss.06652","DOIUrl":"https://doi.org/10.21105/joss.06652","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":"117 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141811781","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Clouddrift: a Python package to accelerate the use ofLagrangian data for atmospheric, oceanic, and climate sciences Clouddrift：用于大气、海洋和气候科学加速使用拉格朗日数据的 Python 软件包
Journal of open source software Pub Date : 2024-07-23 DOI: 10.21105/joss.06742
S. Elipot, Philippe Miron, Milan Curcic, Kevin Santana, Rick Lumpkin
{"title":"Clouddrift: a Python package to accelerate the use of\u0000Lagrangian data for atmospheric, oceanic, and climate sciences","authors":"S. Elipot, Philippe Miron, Milan Curcic, Kevin Santana, Rick Lumpkin","doi":"10.21105/joss.06742","DOIUrl":"https://doi.org/10.21105/joss.06742","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":"35 19","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141813962","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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