René's URL Explorer Experiment

Title: GitHub - climatecentral/aslr: Code supporting "Human-caused sea level rise drives 21st-century worldwide water level extremes"

Open Graph Title: GitHub - climatecentral/aslr: Code supporting "Human-caused sea level rise drives 21st-century worldwide water level extremes"

X Title: GitHub - climatecentral/aslr: Code supporting "Human-caused sea level rise drives 21st-century worldwide water level extremes"

Description: Code supporting "Human-caused sea level rise drives 21st-century worldwide water level extremes" - climatecentral/aslr

Open Graph Description: Code supporting "Human-caused sea level rise drives 21st-century worldwide water level extremes" - climatecentral/aslr

X Description: Code supporting "Human-caused sea level rise drives 21st-century worldwide water level extremes" - climatecentral/aslr

Mail addresses
dgilford@climatecentral.org
dgilford@climatecentral.org

Opengraph URL: https://github.com/climatecentral/aslr

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:678c615d-c2d9-6897-376e-4642ba82a148
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	8706:1D9F:2952AB4:35D9DEB:698C37C3
html-safe-nonce	3f0f33093ca82668ef97de763d702d85b732419eb69f0bc2c14daff22aeb0a7e
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4NzA2OjFEOUY6Mjk1MkFCNDozNUQ5REVCOjY5OEMzN0MzIiwidmlzaXRvcl9pZCI6IjYxMDAyMzU1MzIyNDI3OTQ0MzUiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	ac9556b35187b79e04e1a1481fc7c28d5070d304189f1c82a109cb153ef5f092
hovercard-subject-tag	repository:1100148354
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/climatecentral/aslr
twitter:image	https://opengraph.githubassets.com/25b1dcbcdf0703ed8af64d657778515bb835a0d591d0b3c091d2f57600ff9658/climatecentral/aslr
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/25b1dcbcdf0703ed8af64d657778515bb835a0d591d0b3c091d2f57600ff9658/climatecentral/aslr
og:image:alt	Code supporting "Human-caused sea level rise drives 21st-century worldwide water level extremes" - climatecentral/aslr
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	640eeb7b6ff4d8d106235d228c0c286e82592d4d2403227b5b2b4fc5832297a4
turbo-cache-control	no-preview
go-import	github.com/climatecentral/aslr git https://github.com/climatecentral/aslr.git
octolytics-dimension-user_id	1517994
octolytics-dimension-user_login	climatecentral
octolytics-dimension-repository_id	1100148354
octolytics-dimension-repository_nwo	climatecentral/aslr
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	1100148354
octolytics-dimension-repository_network_root_nwo	climatecentral/aslr
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	3d444f0a47beeeac94cddbb51c91ab408befe8d4
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://patch-diff.githubusercontent.com/climatecentral/aslr#start-of-content
	https://patch-diff.githubusercontent.com/
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fclimatecentral%2Faslr
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fclimatecentral%2Faslr
Sign up	https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=climatecentral%2Faslr
Reload	https://patch-diff.githubusercontent.com/climatecentral/aslr
Reload	https://patch-diff.githubusercontent.com/climatecentral/aslr
Reload	https://patch-diff.githubusercontent.com/climatecentral/aslr
climatecentral	https://patch-diff.githubusercontent.com/climatecentral
aslr	https://patch-diff.githubusercontent.com/climatecentral/aslr
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fclimatecentral%2Faslr
Fork 0	https://patch-diff.githubusercontent.com/login?return_to=%2Fclimatecentral%2Faslr
Star 2	https://patch-diff.githubusercontent.com/login?return_to=%2Fclimatecentral%2Faslr
MIT license	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/LICENSE
2 stars	https://patch-diff.githubusercontent.com/climatecentral/aslr/stargazers
0 forks	https://patch-diff.githubusercontent.com/climatecentral/aslr/forks
Branches	https://patch-diff.githubusercontent.com/climatecentral/aslr/branches
Tags	https://patch-diff.githubusercontent.com/climatecentral/aslr/tags
Activity	https://patch-diff.githubusercontent.com/climatecentral/aslr/activity
Star	https://patch-diff.githubusercontent.com/login?return_to=%2Fclimatecentral%2Faslr
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fclimatecentral%2Faslr
Code	https://patch-diff.githubusercontent.com/climatecentral/aslr
Issues 0	https://patch-diff.githubusercontent.com/climatecentral/aslr/issues
Pull requests 0	https://patch-diff.githubusercontent.com/climatecentral/aslr/pulls
Actions	https://patch-diff.githubusercontent.com/climatecentral/aslr/actions
Projects 0	https://patch-diff.githubusercontent.com/climatecentral/aslr/projects
Security 0	https://patch-diff.githubusercontent.com/climatecentral/aslr/security
Insights	https://patch-diff.githubusercontent.com/climatecentral/aslr/pulse
Code	https://patch-diff.githubusercontent.com/climatecentral/aslr
Issues	https://patch-diff.githubusercontent.com/climatecentral/aslr/issues
Pull requests	https://patch-diff.githubusercontent.com/climatecentral/aslr/pulls
Actions	https://patch-diff.githubusercontent.com/climatecentral/aslr/actions
Projects	https://patch-diff.githubusercontent.com/climatecentral/aslr/projects
Security	https://patch-diff.githubusercontent.com/climatecentral/aslr/security
Insights	https://patch-diff.githubusercontent.com/climatecentral/aslr/pulse
Branches	https://patch-diff.githubusercontent.com/climatecentral/aslr/branches
Tags	https://patch-diff.githubusercontent.com/climatecentral/aslr/tags
	https://patch-diff.githubusercontent.com/climatecentral/aslr/branches
	https://patch-diff.githubusercontent.com/climatecentral/aslr/tags
115 Commits	https://patch-diff.githubusercontent.com/climatecentral/aslr/commits/main/
	https://patch-diff.githubusercontent.com/climatecentral/aslr/commits/main/
figures	https://patch-diff.githubusercontent.com/climatecentral/aslr/tree/main/figures
figures	https://patch-diff.githubusercontent.com/climatecentral/aslr/tree/main/figures
.gitignore	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/.gitignore
.gitignore	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/.gitignore
00_cmip6_gmat.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/00_cmip6_gmat.ipynb
00_cmip6_gmat.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/00_cmip6_gmat.ipynb
01_SEmodel_create_temperature_forcing.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/01_SEmodel_create_temperature_forcing.ipynb
01_SEmodel_create_temperature_forcing.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/01_SEmodel_create_temperature_forcing.ipynb
02_SEmodel_run_analysis.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/02_SEmodel_run_analysis.ipynb
02_SEmodel_run_analysis.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/02_SEmodel_run_analysis.ipynb
03_reorganize_F20_data.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/03_reorganize_F20_data.ipynb
03_reorganize_F20_data.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/03_reorganize_F20_data.ipynb
04_GESLAstations_qc_and_matchvlm.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/04_GESLAstations_qc_and_matchvlm.ipynb
04_GESLAstations_qc_and_matchvlm.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/04_GESLAstations_qc_and_matchvlm.ipynb
05_literature_attributable_fractions.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/05_literature_attributable_fractions.ipynb
05_literature_attributable_fractions.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/05_literature_attributable_fractions.ipynb
06a_regrid_ASLR_to_GESLAstations.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/06a_regrid_ASLR_to_GESLAstations.ipynb
06a_regrid_ASLR_to_GESLAstations.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/06a_regrid_ASLR_to_GESLAstations.ipynb
06b_regrid_F20_to_GESLAstations.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/06b_regrid_F20_to_GESLAstations.ipynb
06b_regrid_F20_to_GESLAstations.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/06b_regrid_F20_to_GESLAstations.ipynb
07a_regional_steric_analysis.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/07a_regional_steric_analysis.ipynb
07a_regional_steric_analysis.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/07a_regional_steric_analysis.ipynb
07b_regional_steric_attribution.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/07b_regional_steric_attribution.ipynb
07b_regional_steric_attribution.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/07b_regional_steric_attribution.ipynb
08_GESLA_trends_and_budget_closure.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/08_GESLA_trends_and_budget_closure.ipynb
08_GESLA_trends_and_budget_closure.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/08_GESLA_trends_and_budget_closure.ipynb
09_SEmodel_apply_spatial_fingerprint.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/09_SEmodel_apply_spatial_fingerprint.ipynb
09_SEmodel_apply_spatial_fingerprint.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/09_SEmodel_apply_spatial_fingerprint.ipynb
10_define_ewl_thresholds.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/10_define_ewl_thresholds.ipynb
10_define_ewl_thresholds.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/10_define_ewl_thresholds.ipynb
11_calculate_ewl_exceedances.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/11_calculate_ewl_exceedances.ipynb
11_calculate_ewl_exceedances.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/11_calculate_ewl_exceedances.ipynb
12_aggregate_exceedances.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/12_aggregate_exceedances.ipynb
12_aggregate_exceedances.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/12_aggregate_exceedances.ipynb
13_plot_study_results.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/13_plot_study_results.ipynb
13_plot_study_results.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/13_plot_study_results.ipynb
CITATION.cff	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/CITATION.cff
CITATION.cff	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/CITATION.cff
LICENSE	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/LICENSE
LICENSE	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/LICENSE
README.md	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/README.md
README.md	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/README.md
SE_model.py	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/SE_model.py
SE_model.py	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/SE_model.py
utilities.py	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/utilities.py
utilities.py	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/utilities.py
README	https://patch-diff.githubusercontent.com/climatecentral/aslr
MIT license	https://patch-diff.githubusercontent.com/climatecentral/aslr
	https://patch-diff.githubusercontent.com/climatecentral/aslr#code-supporting-human-caused-sea-level-rise-drives-21st-century-worldwide-water-level-extremes-by-gilford-et-al-2026-science-advances
	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_1A_eg.png
Science Advances	https://www.science.org/journal/sciadv
Issue	https://github.com/climatecentral/aslr/issues
	https://patch-diff.githubusercontent.com/climatecentral/aslr#citation
	https://zenodo.org/badge/latestdoi/1100148354
	https://patch-diff.githubusercontent.com/climatecentral/aslr#data-availability
HadCRUT5	https://www.metoffice.gov.uk/hadobs/hadcrut5/
PAGES2k	https://www.nature.com/articles/sdata201788
here	https://springernature.figshare.com/collections/A_global_multiproxy_database_for_temperature_reconstructions_of_the_Common_Era/3285353
Google Cloud CMIP6 data	https://gallery.pangeo.io/repos/pangeo-gallery/cmip6/intake_ESM_example.html
Frederikse et al. (2020; F20)	https://www.nature.com/articles/s41586-020-2591-3
SROCC Report, sections 3.3.1.6 and 4.2.2.5	https://www.ipcc.ch/srocc/
Trusel et al. (2018)	https://www.nature.com/articles/s41586-018-0752-4
Roe et al. (2021)	https://tc.copernicus.org/articles/15/1889/2021/
Marcos et al. (2014)	https://agupubs.onlinelibrary.wiley.com/doi/full/10.1002/2014GL059766
Slangen et al. (2014)	https://agupubs.onlinelibrary.wiley.com/doi/full/10.1002/2014gl061356
Tokarska et al. (2019)	https://iopscience.iop.org/article/10.1088/1748-9326/ab23c1
Global Extreme Sea Level Analysis (GESLA; version 3)	https://gesla787883612.wordpress.com/
Hammond et al. (2021)	https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2021JB022355
	https://doi.org/10.5281/zenodo.15446540
	https://patch-diff.githubusercontent.com/climatecentral/aslr#getting-started
	https://patch-diff.githubusercontent.com/climatecentral/aslr#key-analysis-code-dependencies
cartopy	https://scitools.org.uk/cartopy/docs/latest/
haversine	https://pypi.org/project/haversine/
intake	https://intake.readthedocs.io/en/latest/
joblib	https://joblib.readthedocs.io/en/stable/
matplotlib	https://matplotlib.org/stable/
netCDF4	https://unidata.github.io/netcdf4-python/
numba	https://numba.pydata.org/
numpy	https://numpy.org/doc/stable/index.html
pandas	https://pandas.pydata.org/
PyEMD	https://pypi.org/project/PyEMD/
scipy	https://scipy.org/
seaborn	https://seaborn.pydata.org/
shapely	https://shapely.readthedocs.io/en/stable/
tqdm	https://tqdm.github.io/
xarray	https://docs.xarray.dev/en/stable/
matplotlib.pyplot	https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.html
cartopy	https://scitools.org.uk/cartopy/docs/latest/
statsmodels	https://www.statsmodels.org/stable/index.html
seaborn	https://seaborn.pydata.org/
	https://patch-diff.githubusercontent.com/climatecentral/aslr#file-descriptions
	https://patch-diff.githubusercontent.com/climatecentral/aslr#notebooks
00_cmip6_gmat.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/00_cmip6_gmat.ipynb
01_SEmodel_create_temperature_forcing.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/01_SEmodel_create_temperature_forcing.ipynb
02_SEmodel_run_analysis.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/02_SEmodel_run_analysis.ipynb
03_reorganize_F20_data.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/03_reorganize_F20_data.ipynb
04_GESLAstations_qc_and_matchvlm.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/04_GESLAstations_qc_and_matchvlm.ipynb
05_literature_attributable_fractions.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/05_literature_attributable_fractions.ipynb
06a_regrid_ASLR_to_GESLAstations.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/06a_regrid_ASLR_to_GESLAstations.ipynb
06b_regrid_F20_to_GESLAstations.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/06b_regrid_F20_to_GESLAstations.ipynb
07a_regional_steric_analysis.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/07a_regional_steric_analysis.ipynb
07b_regional_steric_attribution.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/07b_regional_steric_attribution.ipynb
08_GESLA_trends_and_budget_closure.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/08_GESLA_trends_and_budget_closure.ipynb
09_SEmodel_apply_spatial_fingerprint.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/09_SEmodel_apply_spatial_fingerprint.ipynb
10_define_ewl_thresholds.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/10_define_ewl_thresholds.ipynb
11_calculate_ewl_exceedances.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/11_calculate_ewl_exceedances.ipynb
12_plot_study_results.ipynb	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/12_plot_study_results.ipynb
	https://patch-diff.githubusercontent.com/climatecentral/aslr#function-modules
SE_model	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/SE_model.py
utilities	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/utilities.py
	https://patch-diff.githubusercontent.com/climatecentral/aslr#figures
	https://patch-diff.githubusercontent.com/climatecentral/aslr#main-text-figures
A	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_1A.pdf
B	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_1B.pdf
A	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_2A.pdf
B	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_2B.pdf
C	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_2C.pdf
D	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_2D.pdf
E	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_2E.pdf
A	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_3A.pdf
B	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_3B.pdf
C	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_3C.pdf
D	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_3D.pdf
A	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_3A.pdf
B	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_3B.pdf
C	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_3C.pdf
	https://patch-diff.githubusercontent.com/climatecentral/aslr#supplementary-figures
S1	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S1.pdf
S2	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S2.pdf
A	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S3A.pdf
B	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S3B.pdf
A	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S4A.pdf
B	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S4B.pdf
C	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S4C.pdf
D	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S4D.pdf
E	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S4E.pdf
E	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S4F.pdf
A	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S5A.pdf
B	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S5B.pdf
C	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S5C.pdf
D	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S5D.pdf
E	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S5E.pdf
E	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S5F.pdf
A	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S6A.pdf
B	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S6B.pdf
C	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S6C.pdf
D	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S6D.pdf
E	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S6E.pdf
E	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S6F.pdf
A	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S7A.pdf
B	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S7B.pdf
C	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S7C.pdf
D	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S7D.pdf
E	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S7E.pdf
E	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S7F.pdf
A	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S8A.pdf
B	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S8B.pdf
C	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S8C.pdf
D	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S8D.pdf
E	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S8E.pdf
E	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S8F.pdf
S9	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S9.pdf
S10	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S10.pdf
S11	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/figures/Fig_S11.pdf
	https://patch-diff.githubusercontent.com/climatecentral/aslr#authors
	https://patch-diff.githubusercontent.com/climatecentral/aslr#code-development-and-lead-author
GitHub	https://github.com/dgilford
Linktree	https://linktr.ee/dgilford
	https://patch-diff.githubusercontent.com/climatecentral/aslr#study-credit-contributor-roles-taxonomy
	https://patch-diff.githubusercontent.com/climatecentral/aslr#license
LICENSE	https://patch-diff.githubusercontent.com/climatecentral/aslr/blob/main/LICENSE
	https://patch-diff.githubusercontent.com/climatecentral/aslr#acknowledgments
Readme	https://patch-diff.githubusercontent.com/climatecentral/aslr#readme-ov-file
MIT license	https://patch-diff.githubusercontent.com/climatecentral/aslr#MIT-1-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/climatecentral/aslr
Activity	https://patch-diff.githubusercontent.com/climatecentral/aslr/activity
Custom properties	https://patch-diff.githubusercontent.com/climatecentral/aslr/custom-properties
2 stars	https://patch-diff.githubusercontent.com/climatecentral/aslr/stargazers
0 watching	https://patch-diff.githubusercontent.com/climatecentral/aslr/watchers
0 forks	https://patch-diff.githubusercontent.com/climatecentral/aslr/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fclimatecentral%2Faslr&report=climatecentral+%28user%29
Releases 2	https://patch-diff.githubusercontent.com/climatecentral/aslr/releases
v1.0.1 Updated Citation Latest Dec 22, 2025	https://patch-diff.githubusercontent.com/climatecentral/aslr/releases/tag/v1.0.1
+ 1 release	https://patch-diff.githubusercontent.com/climatecentral/aslr/releases
Packages 0	https://patch-diff.githubusercontent.com/orgs/climatecentral/packages?repo_name=aslr
Jupyter Notebook 99.8%	https://patch-diff.githubusercontent.com/climatecentral/aslr/search?l=jupyter-notebook
Python 0.2%	https://patch-diff.githubusercontent.com/climatecentral/aslr/search?l=python
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.