{"id":348402,"name":"PEACH","description":"Computes climate indicators over hundreds of different Earth System Model simulations, then combine the results into a single probability density function, accounting for model performance and the relative likelihood of greenhouse gas emission scenario.","url":"https://github.com/ouranosinc/peach","last_synced_at":"2026-04-19T15:30:19.573Z","repository":{"id":302882447,"uuid":"1013369094","full_name":"Ouranosinc/peach","owner":"Ouranosinc","description":"Probabilistic Ensemble Analysis of Climate Hazards / Analyse Probabiliste des Aléas Climatiques ","archived":false,"fork":false,"pushed_at":"2026-04-06T21:00:53.000Z","size":6082,"stargazers_count":4,"open_issues_count":12,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2026-04-12T12:01:46.651Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://cs-peach.readthedocs.io/en/latest/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Ouranosinc.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGES.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":"AUTHORS.md","dei":null,"publiccode":null,"codemeta":null,"zenodo":".zenodo.json","notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-07-03T19:33:05.000Z","updated_at":"2026-04-01T05:49:47.000Z","dependencies_parsed_at":"2026-03-23T02:02:00.179Z","dependency_job_id":null,"html_url":"https://github.com/Ouranosinc/peach","commit_stats":null,"previous_names":["ouranosinc/peach"],"tags_count":6,"template":false,"template_full_name":null,"purl":"pkg:github/Ouranosinc/peach","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ouranosinc%2Fpeach","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ouranosinc%2Fpeach/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ouranosinc%2Fpeach/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ouranosinc%2Fpeach/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Ouranosinc","download_url":"https://codeload.github.com/Ouranosinc/peach/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ouranosinc%2Fpeach/sbom","scorecard":{"id":1244394,"data":{"date":"2026-03-05T08:58:07Z","repo":{"name":"github.com/Ouranosinc/peach","commit":"46c631483fe520b55b60721b3c686e533c4a53aa"},"scorecard":{"version":"v5.3.0","commit":"c22063e786c11f9dd714d777a687ff7c4599b600"},"score":8.6,"checks":[{"name":"Maintained","score":10,"reason":"30 commit(s) and 12 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/c22063e786c11f9dd714d777a687ff7c4599b600/docs/checks.md#maintained"}},{"name":"Code-Review","score":10,"reason":"all changesets reviewed","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/c22063e786c11f9dd714d777a687ff7c4599b600/docs/checks.md#code-review"}},{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/c22063e786c11f9dd714d777a687ff7c4599b600/docs/checks.md#dangerous-workflow"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/c22063e786c11f9dd714d777a687ff7c4599b600/docs/checks.md#binary-artifacts"}},{"name":"Dependency-Update-Tool","score":10,"reason":"update tool detected","details":["Info: detected update tool: Dependabot: .github/dependabot.yml:1"],"documentation":{"short":"Determines if the project uses a dependency update tool.","url":"https://github.com/ossf/scorecard/blob/c22063e786c11f9dd714d777a687ff7c4599b600/docs/checks.md#dependency-update-tool"}},{"name":"Token-Permissions","score":10,"reason":"GitHub workflow tokens follow principle of least privilege","details":["Warn: jobLevel 'contents' permission set to 'write': .github/workflows/auto-accept-ci-changes.yml:22","Info: jobLevel 'actions' permission set to 'read': .github/workflows/bump-version.yml:19","Warn: jobLevel 'actions' permission set to 'write': .github/workflows/cache-cleaner.yml:16","Info: jobLevel 'packages' permission set to 'read': .github/workflows/codeql.yml:34","Info: jobLevel 'actions' permission set to 'read': .github/workflows/codeql.yml:37","Info: jobLevel 'contents' permission set to 'read': .github/workflows/codeql.yml:38","Warn: jobLevel 'contents' permission set to 'write': .github/workflows/tag-testpypi.yml:17","Info: topLevel 'contents' permission set to 'read': .github/workflows/auto-accept-ci-changes.yml:12","Info: topLevel 'contents' permission set to 'read': .github/workflows/bump-version.yml:12","Info: topLevel 'contents' permission set to 'read': .github/workflows/cache-cleaner.yml:9","Info: topLevel 'contents' permission set to 'read': .github/workflows/codeql.yml:18","Info: topLevel 'contents' permission set to 'read': .github/workflows/dependency-review.yml:13","Info: topLevel 'contents' permission set to 'read': .github/workflows/first-pull-request.yml:9","Info: topLevel 'contents' permission set to 'read': .github/workflows/label.yml:16","Info: topLevel 'contents' permission set to 'read': .github/workflows/main.yml:22","Info: topLevel 'contents' permission set to 'read': .github/workflows/publish-pypi.yml:9","Info: topLevel 'contents' permission set to 'read': .github/workflows/scorecard.yml:21","Info: topLevel 'contents' permission set to 'read': .github/workflows/tag-testpypi.yml:9","Info: topLevel 'contents' permission set to 'read': .github/workflows/workflow-warning.yml:16"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/c22063e786c11f9dd714d777a687ff7c4599b600/docs/checks.md#token-permissions"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/c22063e786c11f9dd714d777a687ff7c4599b600/docs/checks.md#signed-releases"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/c22063e786c11f9dd714d777a687ff7c4599b600/docs/checks.md#cii-best-practices"}},{"name":"Pinned-Dependencies","score":8,"reason":"dependency not pinned by hash detected -- score normalized to 8","details":["Warn: containerImage not pinned by hash: Dockerfile:2","Warn: containerImage not pinned by hash: docs/factsheets/Dockerfile:1","Warn: pipCommand not pinned by hash: Dockerfile:100-115","Warn: pipCommand not pinned by hash: Dockerfile:100-115","Warn: pipCommand not pinned by hash: run.sh:12","Warn: pipCommand not pinned by hash: .github/workflows/main.yml:76","Warn: pipCommand not pinned by hash: .github/workflows/main.yml:77","Info:  28 out of  28 GitHub-owned GitHubAction dependencies pinned","Info:  28 out of  28 third-party GitHubAction dependencies pinned","Info:   0 out of   2 containerImage dependencies pinned","Info:   6 out of  11 pipCommand dependencies pinned"],"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/c22063e786c11f9dd714d777a687ff7c4599b600/docs/checks.md#pinned-dependencies"}},{"name":"Vulnerabilities","score":10,"reason":"0 existing vulnerabilities detected","details":null,"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/c22063e786c11f9dd714d777a687ff7c4599b600/docs/checks.md#vulnerabilities"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/c22063e786c11f9dd714d777a687ff7c4599b600/docs/checks.md#license"}},{"name":"SAST","score":10,"reason":"SAST tool is run on all commits","details":["Info: SAST configuration detected: CodeQL","Info: all commits (30) are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/c22063e786c11f9dd714d777a687ff7c4599b600/docs/checks.md#sast"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/c22063e786c11f9dd714d777a687ff7c4599b600/docs/checks.md#fuzzing"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/c22063e786c11f9dd714d777a687ff7c4599b600/docs/checks.md#packaging"}},{"name":"Branch-Protection","score":5,"reason":"branch protection is not maximal on development and all release branches","details":["Info: 'allow deletion' disabled on branch 'main'","Info: 'force pushes' disabled on branch 'main'","Warn: 'branch protection settings apply to administrators' is disabled on branch 'main'","Warn: 'stale review dismissal' is disabled on branch 'main'","Warn: required approving review count is 1 on branch 'main'","Warn: codeowners review is not required on branch 'main'","Warn: 'last push approval' is disabled on branch 'main'","Warn: no status checks found to merge onto branch 'main'","Info: PRs are required in order to make changes on branch 'main'"],"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/c22063e786c11f9dd714d777a687ff7c4599b600/docs/checks.md#branch-protection"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: github.com/Ouranosinc/.github/SECURITY.md:1","Info: Found linked content: github.com/Ouranosinc/.github/SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: github.com/Ouranosinc/.github/SECURITY.md:1","Info: Found text in security policy: github.com/Ouranosinc/.github/SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/c22063e786c11f9dd714d777a687ff7c4599b600/docs/checks.md#security-policy"}},{"name":"Contributors","score":6,"reason":"project has 2 contributing companies or organizations -- score normalized to 6","details":["Info: found contributions from: CSHS-CWRA, ouranos"],"documentation":{"short":"Determines if the project has a set of contributors from multiple organizations (e.g., companies).","url":"https://github.com/ossf/scorecard/blob/c22063e786c11f9dd714d777a687ff7c4599b600/docs/checks.md#contributors"}},{"name":"CI-Tests","score":10,"reason":"7 out of 7 merged PRs checked by a CI test -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project runs tests before pull requests are merged.","url":"https://github.com/ossf/scorecard/blob/c22063e786c11f9dd714d777a687ff7c4599b600/docs/checks.md#ci-tests"}}]},"last_synced_at":"2026-03-05T18:04:23.382Z","repository_id":302882447,"created_at":"2026-03-05T18:04:23.384Z","updated_at":"2026-03-05T18:04:23.384Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31973202,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-18T00:39:45.007Z","status":"online","status_checked_at":"2026-04-18T02:00:07.018Z","response_time":103,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"owner":{"login":"Ouranosinc","name":"Ouranos inc.","uuid":"1696763","kind":"organization","description":"Consortium on regional climatology","email":null,"website":"www.ouranos.ca","location":"Canada","twitter":"ouranos_cc","company":null,"icon_url":"https://avatars.githubusercontent.com/u/1696763?v=4","repositories_count":37,"last_synced_at":"2023-02-26T14:20:41.025Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/Ouranosinc","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-10T01:22:22.219Z","updated_at":"2023-02-26T14:20:41.030Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Ouranosinc","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Ouranosinc/repositories"},"packages":[],"commits":{"id":11685959,"full_name":"Ouranosinc/peach","default_branch":"master","total_commits":122,"total_committers":6,"total_bot_commits":13,"total_bot_committers":2,"mean_commits":20.333333333333332,"dds":0.6229508196721312,"past_year_total_commits":122,"past_year_total_committers":6,"past_year_total_bot_commits":13,"past_year_total_bot_committers":2,"past_year_mean_commits":20.333333333333332,"past_year_dds":0.6229508196721312,"last_synced_at":"2026-04-15T19:30:45.177Z","last_synced_commit":"2d6bb659dc4f11968bcb9f91ea2195efb51fccf2","created_at":"2026-03-14T08:37:31.692Z","updated_at":"2026-04-15T19:30:28.296Z","committers":[{"name":"Trevor James Smith","email":"10819524+Zeitsperre","login":"Zeitsperre","count":46},{"name":"David Huard","email":"huard.david@ouranos.ca","login":"huard","count":45},{"name":"Sarah-Claude Bourdeau","email":"83776457+sarahclaude","login":"sarahclaude","count":13},{"name":"dependabot[bot]","email":"49699333+dependabot[bot]","login":"dependabot[bot]","count":10},{"name":"SarahG-579462","email":"gammon.sarah@ouranos.ca","login":"SarahG-579462","count":5},{"name":"pre-commit-ci[bot]","email":"66853113+pre-commit-ci[bot]","login":"pre-commit-ci[bot]","count":3}],"past_year_committers":[{"name":"Trevor James Smith","email":"10819524+Zeitsperre","login":"Zeitsperre","count":46},{"name":"David Huard","email":"huard.david@ouranos.ca","login":"huard","count":45},{"name":"Sarah-Claude Bourdeau","email":"83776457+sarahclaude","login":"sarahclaude","count":13},{"name":"dependabot[bot]","email":"49699333+dependabot[bot]","login":"dependabot[bot]","count":10},{"name":"SarahG-579462","email":"gammon.sarah@ouranos.ca","login":"SarahG-579462","count":5},{"name":"pre-commit-ci[bot]","email":"66853113+pre-commit-ci[bot]","login":"pre-commit-ci[bot]","count":3}],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ouranosinc%2Fpeach/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-04-16T00:00:20.271Z","repositories_count":6214076,"commits_count":900287134,"contributors_count":34927249,"owners_count":1144875,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"Ouranosinc/peach","html_url":"https://github.com/Ouranosinc/peach","last_synced_at":"2026-04-08T10:00:33.751Z","status":"active","issues_count":4,"pull_requests_count":13,"avg_time_to_close_issue":2259828.0,"avg_time_to_close_pull_request":1176967.7,"issues_closed_count":3,"pull_requests_closed_count":10,"pull_request_authors_count":5,"issue_authors_count":2,"avg_comments_per_issue":2.25,"avg_comments_per_pull_request":0.6923076923076923,"merged_pull_requests_count":10,"bot_issues_count":0,"bot_pull_requests_count":2,"past_year_issues_count":4,"past_year_pull_requests_count":13,"past_year_avg_time_to_close_issue":2259828.0,"past_year_avg_time_to_close_pull_request":1176967.7,"past_year_issues_closed_count":3,"past_year_pull_requests_closed_count":10,"past_year_pull_request_authors_count":5,"past_year_issue_authors_count":2,"past_year_avg_comments_per_issue":2.25,"past_year_avg_comments_per_pull_request":0.6923076923076923,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":2,"past_year_merged_pull_requests_count":10,"created_at":"2025-08-29T12:53:23.102Z","updated_at":"2026-04-08T10:00:33.751Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ouranosinc%2Fpeach","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ouranosinc%2Fpeach/issues","issue_labels_count":{"question":1,"enhancement":1},"pull_request_labels_count":{"enhancement":1},"issue_author_associations_count":{"CONTRIBUTOR":4},"pull_request_author_associations_count":{"CONTRIBUTOR":13},"issue_authors":{"huard":3,"Zeitsperre":1},"pull_request_authors":{"huard":6,"Zeitsperre":3,"pre-commit-ci[bot]":2,"sarahclaude":1,"SarahG-579462":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-04-09T00:00:10.509Z","repositories_count":14183845,"issues_count":34612116,"pull_requests_count":113197761,"authors_count":11231696,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{"enhancement":1,"question":1},"past_year_pull_request_labels_count":{"enhancement":1},"past_year_issue_author_associations_count":{"CONTRIBUTOR":4},"past_year_pull_request_author_associations_count":{"CONTRIBUTOR":13},"past_year_issue_authors":{"huard":3,"Zeitsperre":1},"past_year_pull_request_authors":{"huard":6,"Zeitsperre":3,"pre-commit-ci[bot]":2,"sarahclaude":1,"SarahG-579462":1},"maintainers":[],"active_maintainers":[]},"events":{"total":{"ReleaseEvent":1,"DeleteEvent":9,"MemberEvent":1,"PullRequestEvent":13,"IssuesEvent":2,"WatchEvent":1,"IssueCommentEvent":2,"PushEvent":34,"PullRequestReviewEvent":13,"PullRequestReviewCommentEvent":10,"CreateEvent":13},"last_year":{"ReleaseEvent":1,"DeleteEvent":9,"MemberEvent":1,"PullRequestEvent":13,"IssuesEvent":2,"WatchEvent":1,"IssueCommentEvent":2,"PushEvent":34,"PullRequestReviewEvent":13,"PullRequestReviewCommentEvent":10,"CreateEvent":13}},"keywords":[],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/label.yml","sha":null,"kind":"manifest","created_at":"2026-03-23T02:01:55.254Z","updated_at":"2026-03-23T02:01:55.254Z","repository_link":"https://github.com/Ouranosinc/peach/blob/main/.github/workflows/label.yml","dependencies":[{"id":25844954128,"package_name":"step-security/harden-runner","ecosystem":"actions","requirements":"0634a2670c59f64b4a01f0f96f84700a4088b9f0","direct":true,"kind":"composite","optional":false},{"id":25844954129,"package_name":"actions/labeler","ecosystem":"actions","requirements":"634933edcd8ababfe52f92936142cc22ac488b1b","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/auto-accept-ci-changes.yml","sha":null,"kind":"manifest","created_at":"2026-03-23T02:01:51.457Z","updated_at":"2026-03-23T02:01:51.457Z","repository_link":"https://github.com/Ouranosinc/peach/blob/main/.github/workflows/auto-accept-ci-changes.yml","dependencies":[{"id":25844954110,"package_name":"step-security/harden-runner","ecosystem":"actions","requirements":"20cf305ff2072d973412fa9b1e3a4f227bda3c76","direct":true,"kind":"composite","optional":false},{"id":25844954111,"package_name":"dependabot/fetch-metadata","ecosystem":"actions","requirements":"21025c705c08248db411dc16f3619e6b5f9ea21a","direct":true,"kind":"composite","optional":false},{"id":25844954112,"package_name":"actions/checkout","ecosystem":"actions","requirements":"de0fac2e4500dabe0009e67214ff5f5447ce83dd","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/bump-version.yml","sha":null,"kind":"manifest","created_at":"2026-03-23T02:01:52.284Z","updated_at":"2026-03-23T02:01:52.284Z","repository_link":"https://github.com/Ouranosinc/peach/blob/main/.github/workflows/bump-version.yml","dependencies":[{"id":25844954113,"package_name":"step-security/harden-runner","ecosystem":"actions","requirements":"20cf305ff2072d973412fa9b1e3a4f227bda3c76","direct":true,"kind":"composite","optional":false},{"id":25844954114,"package_name":"actions/create-github-app-token","ecosystem":"actions","requirements":"29824e69f54612133e76f7eaac726eef6c875baf","direct":true,"kind":"composite","optional":false},{"id":25844954115,"package_name":"actions/checkout","ecosystem":"actions","requirements":"de0fac2e4500dabe0009e67214ff5f5447ce83dd","direct":true,"kind":"composite","optional":false},{"id":25844954116,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"a309ff8b426b58ec0e2a45f0f869d46889d02405","direct":true,"kind":"composite","optional":false},{"id":25844954117,"package_name":"crazy-max/ghaction-import-gpg","ecosystem":"actions","requirements":"e89d40939c28e39f97cf32126055eeae86ba74ec","direct":true,"kind":"composite","optional":false},{"id":25844954118,"package_name":"ad-m/github-push-action","ecosystem":"actions","requirements":"77c5b412c50b723d2a4fbc6d71fb5723bcd439aa","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/codeql.yml","sha":null,"kind":"manifest","created_at":"2026-03-23T02:01:53.670Z","updated_at":"2026-03-23T02:01:53.670Z","repository_link":"https://github.com/Ouranosinc/peach/blob/main/.github/workflows/codeql.yml","dependencies":[{"id":25844954119,"package_name":"step-security/harden-runner","ecosystem":"actions","requirements":"0634a2670c59f64b4a01f0f96f84700a4088b9f0","direct":true,"kind":"composite","optional":false},{"id":25844954120,"package_name":"actions/checkout","ecosystem":"actions","requirements":"de0fac2e4500dabe0009e67214ff5f5447ce83dd","direct":true,"kind":"composite","optional":false},{"id":25844954121,"package_name":"github/codeql-action/init","ecosystem":"actions","requirements":"fca7ace96b7d713c7035871441bd52efbe39e27e","direct":true,"kind":"composite","optional":false},{"id":25844954122,"package_name":"github/codeql-action/analyze","ecosystem":"actions","requirements":"fca7ace96b7d713c7035871441bd52efbe39e27e","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/dependency-review.yml","sha":null,"kind":"manifest","created_at":"2026-03-23T02:01:53.851Z","updated_at":"2026-03-23T02:01:53.851Z","repository_link":"https://github.com/Ouranosinc/peach/blob/main/.github/workflows/dependency-review.yml","dependencies":[{"id":25844954123,"package_name":"step-security/harden-runner","ecosystem":"actions","requirements":"0634a2670c59f64b4a01f0f96f84700a4088b9f0","direct":true,"kind":"composite","optional":false},{"id":25844954124,"package_name":"actions/checkout","ecosystem":"actions","requirements":"de0fac2e4500dabe0009e67214ff5f5447ce83dd","direct":true,"kind":"composite","optional":false},{"id":25844954125,"package_name":"actions/dependency-review-action","ecosystem":"actions","requirements":"05fe4576374b728f0c523d6a13d64c25081e0803","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/first-pull-request.yml","sha":null,"kind":"manifest","created_at":"2026-03-23T02:01:54.938Z","updated_at":"2026-03-23T02:01:54.938Z","repository_link":"https://github.com/Ouranosinc/peach/blob/main/.github/workflows/first-pull-request.yml","dependencies":[{"id":25844954126,"package_name":"step-security/harden-runner","ecosystem":"actions","requirements":"0634a2670c59f64b4a01f0f96f84700a4088b9f0","direct":true,"kind":"composite","optional":false},{"id":25844954127,"package_name":"actions/github-script","ecosystem":"actions","requirements":"ed597411d8f924073f98dfc5c65a23a2325f34cd","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/publish-pypi.yml","sha":null,"kind":"manifest","created_at":"2026-03-23T02:01:55.465Z","updated_at":"2026-03-23T02:01:55.465Z","repository_link":"https://github.com/Ouranosinc/peach/blob/main/.github/workflows/publish-pypi.yml","dependencies":[{"id":25844954130,"package_name":"step-security/harden-runner","ecosystem":"actions","requirements":"0634a2670c59f64b4a01f0f96f84700a4088b9f0","direct":true,"kind":"composite","optional":false},{"id":25844954131,"package_name":"actions/checkout","ecosystem":"actions","requirements":"de0fac2e4500dabe0009e67214ff5f5447ce83dd","direct":true,"kind":"composite","optional":false},{"id":25844954132,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"a309ff8b426b58ec0e2a45f0f869d46889d02405","direct":true,"kind":"composite","optional":false},{"id":25844954133,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/tag-testpypi.yml","sha":null,"kind":"manifest","created_at":"2026-03-23T02:01:56.711Z","updated_at":"2026-03-23T02:01:56.711Z","repository_link":"https://github.com/Ouranosinc/peach/blob/main/.github/workflows/tag-testpypi.yml","dependencies":[{"id":25844954139,"package_name":"step-security/harden-runner","ecosystem":"actions","requirements":"0634a2670c59f64b4a01f0f96f84700a4088b9f0","direct":true,"kind":"composite","optional":false},{"id":25844954140,"package_name":"actions/checkout","ecosystem":"actions","requirements":"de0fac2e4500dabe0009e67214ff5f5447ce83dd","direct":true,"kind":"composite","optional":false},{"id":25844954141,"package_name":"softprops/action-gh-release","ecosystem":"actions","requirements":"a06a81a03ee405af7f2048a818ed3f03bbf83c7b","direct":true,"kind":"composite","optional":false},{"id":25844954142,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"a309ff8b426b58ec0e2a45f0f869d46889d02405","direct":true,"kind":"composite","optional":false},{"id":25844954143,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/scorecard.yml","sha":null,"kind":"manifest","created_at":"2026-03-23T02:01:55.614Z","updated_at":"2026-03-23T02:01:55.614Z","repository_link":"https://github.com/Ouranosinc/peach/blob/main/.github/workflows/scorecard.yml","dependencies":[{"id":25844954134,"package_name":"step-security/harden-runner","ecosystem":"actions","requirements":"0634a2670c59f64b4a01f0f96f84700a4088b9f0","direct":true,"kind":"composite","optional":false},{"id":25844954135,"package_name":"actions/checkout","ecosystem":"actions","requirements":"de0fac2e4500dabe0009e67214ff5f5447ce83dd","direct":true,"kind":"composite","optional":false},{"id":25844954136,"package_name":"ossf/scorecard-action","ecosystem":"actions","requirements":"4eaacf0543bb3f2c246792bd56e8cdeffafb205a","direct":true,"kind":"composite","optional":false},{"id":25844954137,"package_name":"actions/upload-artifact","ecosystem":"actions","requirements":"ea165f8d65b6e75b540449e92b4886f43607fa02","direct":true,"kind":"composite","optional":false},{"id":25844954138,"package_name":"github/codeql-action/upload-sarif","ecosystem":"actions","requirements":"fca7ace96b7d713c7035871441bd52efbe39e27e","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/workflow-warning.yml","sha":null,"kind":"manifest","created_at":"2026-03-23T02:01:56.771Z","updated_at":"2026-03-23T02:01:56.771Z","repository_link":"https://github.com/Ouranosinc/peach/blob/main/.github/workflows/workflow-warning.yml","dependencies":[{"id":25844954144,"package_name":"step-security/harden-runner","ecosystem":"actions","requirements":"0634a2670c59f64b4a01f0f96f84700a4088b9f0","direct":true,"kind":"composite","optional":false},{"id":25844954145,"package_name":"peter-evans/find-comment","ecosystem":"actions","requirements":"b30e6a3c0ed37e7c023ccd3f1db5c6c0b0c23aad","direct":true,"kind":"composite","optional":false},{"id":25844954146,"package_name":"peter-evans/create-or-update-comment","ecosystem":"actions","requirements":"e8674b075228eee787fea43ef493e45ece1004c9","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"CI/requirements_ci.in","sha":null,"kind":"manifest","created_at":"2026-03-23T02:01:56.964Z","updated_at":"2026-03-23T02:01:56.964Z","repository_link":"https://github.com/Ouranosinc/peach/blob/main/CI/requirements_ci.in","dependencies":[{"id":25844954147,"package_name":"bump-my-version","ecosystem":"pypi","requirements":"==1.2.6","direct":true,"kind":"runtime","optional":false},{"id":25844954148,"package_name":"deptry","ecosystem":"pypi","requirements":"==0.24.0","direct":true,"kind":"runtime","optional":false},{"id":25844954149,"package_name":"exceptiongroup","ecosystem":"pypi","requirements":"==1.3.1","direct":true,"kind":"runtime","optional":false},{"id":25844954150,"package_name":"flit","ecosystem":"pypi","requirements":"==3.12.0","direct":true,"kind":"runtime","optional":false},{"id":25844954151,"package_name":"pip","ecosystem":"pypi","requirements":"==26.0.1","direct":true,"kind":"runtime","optional":false},{"id":25844954152,"package_name":"pydantic","ecosystem":"pypi","requirements":"==2.12.5","direct":true,"kind":"runtime","optional":false},{"id":25844954153,"package_name":"pylint","ecosystem":"pypi","requirements":"==4.0.5","direct":true,"kind":"runtime","optional":false},{"id":25844954154,"package_name":"tox-gh","ecosystem":"pypi","requirements":"==1.7.1","direct":true,"kind":"runtime","optional":false},{"id":25844954155,"package_name":"tox","ecosystem":"pypi","requirements":"==4.46.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"CI/requirements_ci.txt","sha":null,"kind":"lockfile","created_at":"2026-03-23T02:01:58.531Z","updated_at":"2026-03-23T02:01:58.531Z","repository_link":"https://github.com/Ouranosinc/peach/blob/main/CI/requirements_ci.txt","dependencies":[{"id":25844954156,"package_name":"annotated-types","ecosystem":"pypi","requirements":"==0.7.0","direct":false,"kind":"runtime","optional":false},{"id":25844954157,"package_name":"anyio","ecosystem":"pypi","requirements":"==4.12.1","direct":false,"kind":"runtime","optional":false},{"id":25844954158,"package_name":"astroid","ecosystem":"pypi","requirements":"==4.0.4","direct":false,"kind":"runtime","optional":false},{"id":25844954159,"package_name":"bracex","ecosystem":"pypi","requirements":"==2.6","direct":false,"kind":"runtime","optional":false},{"id":25844954160,"package_name":"bump-my-version","ecosystem":"pypi","requirements":"==1.2.6","direct":false,"kind":"runtime","optional":false},{"id":25844954161,"package_name":"cachetools","ecosystem":"pypi","requirements":"==7.0.1","direct":false,"kind":"runtime","optional":false},{"id":25844954162,"package_name":"certifi","ecosystem":"pypi","requirements":"==2024.7.4","direct":false,"kind":"runtime","optional":false},{"id":25844954163,"package_name":"charset-normalizer","ecosystem":"pypi","requirements":"==3.3.2","direct":false,"kind":"runtime","optional":false},{"id":25844954164,"package_name":"click","ecosystem":"pypi","requirements":"==8.1.7","direct":false,"kind":"runtime","optional":false},{"id":25844954165,"package_name":"colorama","ecosystem":"pypi","requirements":"==0.4.6","direct":false,"kind":"runtime","optional":false},{"id":25844954166,"package_name":"deptry","ecosystem":"pypi","requirements":"==0.24.0","direct":false,"kind":"runtime","optional":false},{"id":25844954167,"package_name":"dill","ecosystem":"pypi","requirements":"==0.3.9","direct":false,"kind":"runtime","optional":false},{"id":25844954168,"package_name":"distlib","ecosystem":"pypi","requirements":"==0.3.8","direct":false,"kind":"runtime","optional":false},{"id":25844954169,"package_name":"docutils","ecosystem":"pypi","requirements":"==0.20.1","direct":false,"kind":"runtime","optional":false},{"id":25844954170,"package_name":"exceptiongroup","ecosystem":"pypi","requirements":"==1.3.1","direct":false,"kind":"runtime","optional":false},{"id":25844954171,"package_name":"filelock","ecosystem":"pypi","requirements":"==3.25.0","direct":false,"kind":"runtime","optional":false},{"id":25844954172,"package_name":"flit","ecosystem":"pypi","requirements":"==3.12.0","direct":false,"kind":"runtime","optional":false},{"id":25844954173,"package_name":"flit-core","ecosystem":"pypi","requirements":"==3.12.0","direct":false,"kind":"runtime","optional":false},{"id":25844954174,"package_name":"h11","ecosystem":"pypi","requirements":"==0.16.0","direct":false,"kind":"runtime","optional":false},{"id":25844954175,"package_name":"httpcore","ecosystem":"pypi","requirements":"==1.0.9","direct":false,"kind":"runtime","optional":false},{"id":25844954176,"package_name":"httpx","ecosystem":"pypi","requirements":"==0.28.1","direct":false,"kind":"runtime","optional":false},{"id":25844954177,"package_name":"idna","ecosystem":"pypi","requirements":"==3.7","direct":false,"kind":"runtime","optional":false},{"id":25844954178,"package_name":"isort","ecosystem":"pypi","requirements":"==6.0.0","direct":false,"kind":"runtime","optional":false},{"id":25844954179,"package_name":"markdown-it-py","ecosystem":"pypi","requirements":"==4.0.0","direct":false,"kind":"runtime","optional":false},{"id":25844954180,"package_name":"mccabe","ecosystem":"pypi","requirements":"==0.7.0","direct":false,"kind":"runtime","optional":false},{"id":25844954181,"package_name":"mdurl","ecosystem":"pypi","requirements":"==0.1.2","direct":false,"kind":"runtime","optional":false},{"id":25844954182,"package_name":"packaging","ecosystem":"pypi","requirements":"==26.0","direct":false,"kind":"runtime","optional":false},{"id":25844954183,"package_name":"platformdirs","ecosystem":"pypi","requirements":"==4.9.2","direct":false,"kind":"runtime","optional":false},{"id":25844954184,"package_name":"pluggy","ecosystem":"pypi","requirements":"==1.6.0","direct":false,"kind":"runtime","optional":false},{"id":25844954185,"package_name":"prompt-toolkit","ecosystem":"pypi","requirements":"==3.0.52","direct":false,"kind":"runtime","optional":false},{"id":25844954186,"package_name":"pydantic","ecosystem":"pypi","requirements":"==2.12.5","direct":false,"kind":"runtime","optional":false},{"id":25844954187,"package_name":"pydantic-core","ecosystem":"pypi","requirements":"==2.41.5","direct":false,"kind":"runtime","optional":false},{"id":25844954188,"package_name":"pydantic-settings","ecosystem":"pypi","requirements":"==2.13.1","direct":false,"kind":"runtime","optional":false},{"id":25844954189,"package_name":"pygments","ecosystem":"pypi","requirements":"==2.19.2","direct":false,"kind":"runtime","optional":false},{"id":25844954190,"package_name":"pylint","ecosystem":"pypi","requirements":"==4.0.5","direct":false,"kind":"runtime","optional":false},{"id":25844954191,"package_name":"pyproject-api","ecosystem":"pypi","requirements":"==1.10.0","direct":false,"kind":"runtime","optional":false},{"id":25844954192,"package_name":"python-discovery","ecosystem":"pypi","requirements":"==1.1.0","direct":false,"kind":"runtime","optional":false},{"id":25844954193,"package_name":"python-dotenv","ecosystem":"pypi","requirements":"==1.2.2","direct":false,"kind":"runtime","optional":false},{"id":25844954194,"package_name":"questionary","ecosystem":"pypi","requirements":"==2.1.1","direct":false,"kind":"runtime","optional":false},{"id":25844954195,"package_name":"requests","ecosystem":"pypi","requirements":"==2.32.4","direct":false,"kind":"runtime","optional":false},{"id":25844954196,"package_name":"requirements-parser","ecosystem":"pypi","requirements":"==0.11.0","direct":false,"kind":"runtime","optional":false},{"id":25844954197,"package_name":"rich","ecosystem":"pypi","requirements":"==14.3.3","direct":false,"kind":"runtime","optional":false},{"id":25844954198,"package_name":"rich-click","ecosystem":"pypi","requirements":"==1.9.7","direct":false,"kind":"runtime","optional":false},{"id":25844954199,"package_name":"tomli","ecosystem":"pypi","requirements":"==2.4.0","direct":false,"kind":"runtime","optional":false},{"id":25844954200,"package_name":"tomli-w","ecosystem":"pypi","requirements":"==1.0.0","direct":false,"kind":"runtime","optional":false},{"id":25844954201,"package_name":"tomlkit","ecosystem":"pypi","requirements":"==0.13.0","direct":false,"kind":"runtime","optional":false},{"id":25844954202,"package_name":"tox","ecosystem":"pypi","requirements":"==4.46.0","direct":false,"kind":"runtime","optional":false},{"id":25844954203,"package_name":"tox-gh","ecosystem":"pypi","requirements":"==1.7.1","direct":false,"kind":"runtime","optional":false},{"id":25844954204,"package_name":"types-setuptools","ecosystem":"pypi","requirements":"==75.8.0.20250110","direct":false,"kind":"runtime","optional":false},{"id":25844954205,"package_name":"typing-extensions","ecosystem":"pypi","requirements":"==4.15.0","direct":false,"kind":"runtime","optional":false},{"id":25844954206,"package_name":"typing-inspection","ecosystem":"pypi","requirements":"==0.4.2","direct":false,"kind":"runtime","optional":false},{"id":25844954207,"package_name":"urllib3","ecosystem":"pypi","requirements":"==2.6.3","direct":false,"kind":"runtime","optional":false},{"id":25844954208,"package_name":"virtualenv","ecosystem":"pypi","requirements":"==21.1.0","direct":false,"kind":"runtime","optional":false},{"id":25844954209,"package_name":"wcmatch","ecosystem":"pypi","requirements":"==10.1","direct":false,"kind":"runtime","optional":false},{"id":25844954210,"package_name":"wcwidth","ecosystem":"pypi","requirements":"==0.6.0","direct":false,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/cache-cleaner.yml","sha":null,"kind":"manifest","created_at":"2026-02-24T22:03:35.445Z","updated_at":"2026-02-24T22:03:35.445Z","repository_link":"https://github.com/Ouranosinc/peach/blob/main/.github/workflows/cache-cleaner.yml","dependencies":[{"id":25825380122,"package_name":"step-security/harden-runner","ecosystem":"actions","requirements":"e3f713f2d8f53843e71c69a996d56f51aa9adfb9","direct":true,"kind":"composite","optional":false},{"id":25825380123,"package_name":"actions/checkout","ecosystem":"actions","requirements":"8e8c483db84b4bee98b60c0593521ed34d9990e8","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/main.yml","sha":null,"kind":"manifest","created_at":"2026-02-24T22:03:36.472Z","updated_at":"2026-02-24T22:03:36.472Z","repository_link":"https://github.com/Ouranosinc/peach/blob/main/.github/workflows/main.yml","dependencies":[{"id":25825380124,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v6","direct":true,"kind":"composite","optional":false},{"id":25825380125,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v6","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"docker","filepath":"Dockerfile","sha":null,"kind":"manifest","created_at":"2025-07-04T16:14:08.971Z","updated_at":"2025-07-04T16:14:08.971Z","repository_link":"https://github.com/Ouranosinc/peach/blob/main/Dockerfile","dependencies":[{"id":23973198224,"package_name":"mambaorg/micromamba","ecosystem":"docker","requirements":"1.5.9","direct":true,"kind":"build","optional":false}]},{"ecosystem":"docker","filepath":"docker-compose.yml","sha":null,"kind":"manifest","created_at":"2025-07-04T16:14:10.017Z","updated_at":"2025-07-04T16:14:10.017Z","repository_link":"https://github.com/Ouranosinc/peach/blob/main/docker-compose.yml","dependencies":[]},{"ecosystem":"docker","filepath":"docs/factsheets/Dockerfile","sha":null,"kind":"manifest","created_at":"2025-07-04T16:14:10.063Z","updated_at":"2025-07-04T16:14:10.063Z","repository_link":"https://github.com/Ouranosinc/peach/blob/main/docs/factsheets/Dockerfile","dependencies":[{"id":23973198318,"package_name":"ghcr.io/quarto-dev/quarto","ecosystem":"docker","requirements":"1.7.19","direct":true,"kind":"build","optional":false}]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2025-07-04T16:14:11.021Z","updated_at":"2025-07-04T16:14:11.021Z","repository_link":"https://github.com/Ouranosinc/peach/blob/main/pyproject.toml","dependencies":[{"id":23973198512,"package_name":"xarray","ecosystem":"pypi","requirements":"\u003c2025.3.0","direct":true,"kind":"runtime","optional":false},{"id":23973198513,"package_name":"xclim","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23973198529,"package_name":"pyyaml","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23973198530,"package_name":"zarr","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23973198788,"package_name":"dask","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23973198789,"package_name":"lmoments3","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23973199110,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23973199111,"package_name":"numcodecs","ecosystem":"pypi","requirements":"\u003c=0.15.1","direct":true,"kind":"runtime","optional":false},{"id":23973199665,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23973199666,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23973199667,"package_name":"pyextremes","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23973199668,"package_name":"pygeoapi","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23973200304,"package_name":"xscen","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23973200377,"package_name":"statsmodels","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23973200378,"package_name":"copulae","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23973200499,"package_name":"openturns","ecosystem":"pypi","requirements":"\u003e=1.24","direct":true,"kind":"runtime","optional":false},{"id":23973200553,"package_name":"flexparser","ecosystem":"pypi","requirements":"\u003c0.4","direct":true,"kind":"runtime","optional":false},{"id":23973200554,"package_name":"s3fs","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"conda","filepath":"environment.yml","sha":null,"kind":"manifest","created_at":"2025-09-23T20:17:07.995Z","updated_at":"2025-09-23T20:17:07.995Z","repository_link":"https://github.com/Ouranosinc/peach/blob/main/environment.yml","dependencies":[{"id":25293769548,"package_name":"copulae","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25293769549,"package_name":"flit","ecosystem":"conda","requirements":"3.9.*","direct":true,"kind":"runtime","optional":false},{"id":25293769550,"package_name":"lmoments3","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25293769551,"package_name":"numcodecs","ecosystem":"conda","requirements":"\u003c=0.15.1","direct":true,"kind":"runtime","optional":false},{"id":25293769552,"package_name":"numpy","ecosystem":"conda","requirements":"\u003e=2.0","direct":true,"kind":"runtime","optional":false},{"id":25293769553,"package_name":"openturns","ecosystem":"conda","requirements":"\u003e=1.24","direct":true,"kind":"runtime","optional":false},{"id":25293769554,"package_name":"pandas","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25293769555,"package_name":"param","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25293769556,"package_name":"pip","ecosystem":"conda","requirements":"24.0.*","direct":true,"kind":"runtime","optional":false},{"id":25293769557,"package_name":"pyextremes","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25293769558,"package_name":"python","ecosystem":"conda","requirements":"\u003e=3.9,\u003c3.12","direct":true,"kind":"runtime","optional":false},{"id":25293769559,"package_name":"s3fs","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25293769560,"package_name":"scipy","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25293769561,"package_name":"xarray","ecosystem":"conda","requirements":"\u003c2025.3.0","direct":true,"kind":"runtime","optional":false},{"id":25293769562,"package_name":"xclim","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25293769563,"package_name":"xscen","ecosystem":"conda","requirements":"\u003e=0.10.1","direct":true,"kind":"runtime","optional":false},{"id":25293769564,"package_name":"yaml","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25293769565,"package_name":"zarr","ecosystem":"conda","requirements":"\u003c3","direct":true,"kind":"runtime","optional":false}]}],"score":4.564348191467836,"created_at":"2026-03-14T08:37:32.689Z","updated_at":"2026-04-19T15:30:19.575Z","avatar_url":"https://github.com/Ouranosinc.png","language":"Python","category":"Climate Change","sub_category":"Natural Hazard and Storms","monthly_downloads":0,"total_dependent_repos":0,"total_dependent_packages":0,"readme":"# PEACH - Probabilistic Ensemble Analysis of Climate Hazards - v0.1.0\n\n|    |    |\n| -- | -- |\n| Versions | [![pypi](https://img.shields.io/pypi/v/peach.svg)](https://pypi.python.org/pypi/peach) [![versions](https://img.shields.io/pypi/pyversions/peach.svg)](https://pypi.python.org/pypi/peach) |\n| Documentation and Support | [![docs](https://readthedocs.org/projects/peach/badge/?version=latest)]() |\n| Open Source | [![license](https://img.shields.io/pypi/l/peach)](https://github.com/Ouranosinc/peach/blob/main/LICENSE) [![ossf](https://api.securityscorecards.dev/projects/github.com/Ouranosinc/peach/badge)](https://securityscorecards.dev/viewer/?uri=github.com/Ouranosinc/peach) [![zenodo](https://zenodo.org/badge/DOI/10.5281/zenodo.17187211.svg)](https://doi.org/10.5281/zenodo.17187211) |\n| Coding Standards | [![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff) [![prek](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/j178/prek/master/docs/assets/badge-v0.json)](https://github.com/j178/prek) [![pre-commit.ci status](https://results.pre-commit.ci/badge/github/Ouranosinc/peach/main.svg)](https://results.pre-commit.ci/latest/github/Ouranosinc/peach/main) |\n| Development Status | [![status](https://www.repostatus.org/badges/latest/active.svg)](https://www.repostatus.org/#active) [![build](https://github.com/Ouranosinc/peach/actions/workflows/main.yml/badge.svg)](https://github.com/Ouranosinc/peach/actions) [![Coverage Status](https://coveralls.io/repos/github/Ouranosinc/peach/badge.svg?branch=main)](https://coveralls.io/github/Ouranosinc/peach?branch=main) |\n\nPEACH is an online calculation service and Python package that offers calculation for climate hazard likelihood.\nIt computes climate indicators over hundreds of different Earth System Model (ESM) simulations, then combine the results into a single probability density function, accounting for model performance and the relative likelihood of greenhouse gas (GHG) emission scenarios.\nPeach can be used to deploy calculation services and graphical interface or as a traditional Python package to estimate climate hazard likelihood.\n\n## Features\n- Relies on more than 500 climate model simulations from CMIP6, bias-adjusted relative to weather station records across Canada;\n- Applies weights to GHG scenarios and ESMs to provide a probabilistic estimate of hazards;\n- Provides a computational backend with an OGCAPI-Processes interface for the calculation of climate indicator time series and the probabilistic analysis;\n- Provides a web interface prototype to run the analysis;\n- Peer-reviewed, see [Huard et al. (2026)](https://doi.org/10.1088/2515-7620/ae3a4d)\n\n## Data availability\n\n- The bias adjusted data is available on this [FRDR repository](https://www.frdr-dfdr.ca/repo/dataset/876e9380-63fc-4eaa-987b-aa16c3770941);\n- The logic to prepare the sea level data is detailed in the [pre-workflow folder](pre_workflow_data/).\n\n## Credits\nThis project was funded by Infrastructure Canada' Research and Knowledge Initiative and the Québec government. It is led by [Ouranos](https://www.ouranos.ca/fr) with the contribution of [Institut national de la recherche scientifique (INRS-ETE)](https://inrs.ca/en/inrs/research-centres/eau-terre-environnement-research-centre/), [CBCL](https://www.cbcl.ca/), and [ClimAtlantic](https://climatlantic.ca/).\n\nThis package was created with [Cookiecutter](https://github.com/cookiecutter/cookiecutter) and the [Ouranosinc/cookiecutter-pypackage](https://github.com/Ouranosinc/cookiecutter-pypackage) project template.\n","funding_links":[],"readme_doi_urls":["https://doi.org/10.5281/zenodo.17187211","https://doi.org/10.1088/2515-7620/ae3a4d"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["climate-analysis","climate-science","netcdf4","xclim","anuclim","icclim","earth-system-model"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/348402","html_url":"https://ost.ecosyste.ms/projects/348402"}