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Title: GitHub - AusClimateService/plotting_maps: Standardising hazard maps for ACS · GitHub

Open Graph Title: GitHub - AusClimateService/plotting_maps: Standardising hazard maps for ACS

X Title: GitHub - AusClimateService/plotting_maps: Standardising hazard maps for ACS

Description: Standardising hazard maps for ACS. Contribute to AusClimateService/plotting_maps development by creating an account on GitHub.

Open Graph Description: Standardising hazard maps for ACS. Contribute to AusClimateService/plotting_maps development by creating an account on GitHub.

X Description: Standardising hazard maps for ACS. Contribute to AusClimateService/plotting_maps development by creating an account on GitHub.

Mail addresses
gentolhurst@gmail.com
Gen.Tolhurst@bom.gov.au
Mitchell.Black@bom.gov.au
mitchell.black@bom.gov.au

Opengraph URL: https://github.com/AusClimateService/plotting_maps

X: @github

direct link

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acs_plotting_maps.py	https://github.com/AusClimateService/plotting_maps/blob/main/acs_plotting_maps.py
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	https://github.com/AusClimateService/plotting_maps#plotting_maps
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	https://github.com/AusClimateService/plotting_maps/blob/main/figures/ch_report/Change-in-frequency-of-coastal-flood-days.png
https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/minimal_plotting_example_station.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/minimal_plotting_example_station.ipynb
	https://private-user-images.githubusercontent.com/45543810/392242513-c4ae7738-4eb8-4e49-865e-32440f13cd0f.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3ODM0MTQ1MjcsIm5iZiI6MTc4MzQxNDIyNywicGF0aCI6Ii80NTU0MzgxMC8zOTIyNDI1MTMtYzRhZTc3MzgtNGViOC00ZTQ5LTg2NWUtMzI0NDBmMTNjZDBmLnBuZz9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNjA3MDclMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjYwNzA3VDA4NTAyN1omWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPWJiODVlMDIwZWE4NzQ0MTRhOTUzNGJhNjBiODkwYTRjZGQ1OWQyMmFkNjdkNmE1OTQ5Nzg0Yzc3NWE4ZTEwOTQmWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0JnJlc3BvbnNlLWNvbnRlbnQtdHlwZT1pbWFnZSUyRnBuZyJ9.UEhGQvqBFA9xN7_6y4XgHBNIjn-e_S5ALi3Nai4CiYE
aridity	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/minimal_plotting_example_ai.ipynb
aridity or fire climate classes	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/plotting_and_stats_examples.ipynb
multi_plots	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/multi_plots.ipynb
Fire climate classes	https://github.com/AusClimateService/plotting_maps/blob/main/reports/fire_climate_classes_projections.ipynb
	https://private-user-images.githubusercontent.com/45543810/377278826-606762e1-d9f5-41a7-8df4-1f089f2c8596.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.wsTb2Wm74R6d37jxscl0iJnRLTtuW-FS1oNbNIf1nks
#28	https://github.com/AusClimateService/plotting_maps/issues/28
story_map_plots.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/reports/story_map_plots.ipynb
Climate_and_hazards_report	https://github.com/AusClimateService/plotting_maps/blob/main/reports/Climate_and_hazards_report.ipynb
	https://private-user-images.githubusercontent.com/45543810/400276057-4c7f497f-28ac-40b5-b529-5f09f6baad3a.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.TUAF7fcB6EcmBwzNPuFFjEIyVV57wv2FgikcOwyVdHc
acs_plotting_maps_examples.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/acs_plotting_maps_examples.ipynb
#35	https://github.com/AusClimateService/plotting_maps/issues/35
	https://private-user-images.githubusercontent.com/45543810/400277464-f169f00b-3513-4a51-a05f-32341fafa434.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.uIECtXB1nSyhaiKW25Pthb_WAq_65r5vXXdR0ERgYJ4
acs_plotting_maps_examples.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/acs_plotting_maps_examples.ipynb
#35	https://github.com/AusClimateService/plotting_maps/issues/35
	https://private-user-images.githubusercontent.com/45543810/400277545-c200a1d9-fb28-4d82-8ce4-ca6d7ad325f1.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.KrrLhaydLoV242S4cXjNWHPkAbtEzJg9JayNYXizvhg
Climate_and_hazards_report	https://github.com/AusClimateService/plotting_maps/blob/main/reports/Climate_and_hazards_report.ipynb
FAQ_example_crop_mask.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/FAQ_example_crop_mask.ipynb
	https://private-user-images.githubusercontent.com/45543810/400278789-0adf46a9-ef9c-4c40-960e-c005323bff0e.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.e-lERp0mMNfdXy_VgpXFuQnKazRtTalwNZPSPZ3ZP0Y
Multiplots examples	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/multi_plots.ipynb
Climate_and_hazards_report	https://github.com/AusClimateService/plotting_maps/blob/main/reports/Climate_and_hazards_report.ipynb
ncra_briefing_plots	https://github.com/AusClimateService/plotting_maps/blob/main/reports/ncra_briefing_plots.ipynb
fire_climate_classes_projections	https://github.com/AusClimateService/plotting_maps/blob/main/reports/fire_climate_classes_projections.ipynb
	https://private-user-images.githubusercontent.com/45543810/377278315-05e67c12-a6d5-478d-a088-7af5c6eaaadd.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.VTx0-gL3vk5hGtx-W0ZHjYn35gJyDLVn76qBJdQ-5aE
multi_plots	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/multi_plots.ipynb
multi_plots.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/multi_plots.ipynb
	https://private-user-images.githubusercontent.com/45543810/401346151-198ac8cf-a842-484f-9e6d-69d8ff68c153.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3ODM0MTQ1MjcsIm5iZiI6MTc4MzQxNDIyNywicGF0aCI6Ii80NTU0MzgxMC80MDEzNDYxNTEtMTk4YWM4Y2YtYTg0Mi00ODRmLTllNmQtNjlkOGZmNjhjMTUzLnBuZz9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNjA3MDclMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjYwNzA3VDA4NTAyN1omWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPTE1ZTg2ZjRjYzBmMWVmY2Q2ZjkyYWNiZjgzZjRkMjllNjZjNDhlY2QxNTliZGY1OWFhOWNjZTBhZDc4Yzg2YjImWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0JnJlc3BvbnNlLWNvbnRlbnQtdHlwZT1pbWFnZSUyRnBuZyJ9.AcYWs18mVfLoq08wZTx5gGwzJQ39-oYd31AtjeiKaZA
https://github.com/AusClimateService/plotting_maps/issues	https://github.com/AusClimateService/plotting_maps/issues
multi_plots	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/multi_plots.ipynb
Fire climate classes	https://github.com/AusClimateService/plotting_maps/blob/main/reports/fire_climate_classes_projections.ipynb
#10	https://github.com/AusClimateService/plotting_maps/issues/10
#7	https://github.com/AusClimateService/plotting_maps/issues/7
	https://github.com/AusClimateService/plotting_maps#colours-and-design
Coblis	https://www.color-blindness.com/coblis-color-blindness-simulator/
IPCC design principles	https://www.ipcc.ch/site/assets/uploads/2022/09/IPCC_AR6_WGI_VisualStyleGuide_2022.pdf
ACS design guide (internal BOM document)	https://bom365-my.sharepoint.com/:w:/g/personal/amy_walsh_bom_gov_au/EU0i7YY8nlNHrFo3shk35nwBbl-0A4gFqG9QyxKajo2l1A
	https://github.com/AusClimateService/plotting_maps/blob/main/colormaps_aus_maps.png
acs_area_statistics.py	https://github.com/AusClimateService/plotting_maps/blob/main/acs_area_statistics.py
	https://github.com/AusClimateService/plotting_maps#acs_area_statisticspy-for-area-statistics
verbose example	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/area_statistics_example.ipynb
	https://private-user-images.githubusercontent.com/45543810/401348424-d76837e9-cac5-4b24-89a5-a64d7781759c.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.iaKYbugl0Ecl4sa5Mf6JxTT0rWj3SHOb5GQpfmEA8W8
rainfall	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/minimal_plotting_example_pr.ipynb
marine heatwaves	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/minimal_plotting_example_ocean.ipynb
temperature	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/minimal_plotting_example_tx.ipynb
categorical data	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/plotting_and_stats_examples.ipynb
	https://private-user-images.githubusercontent.com/45543810/401347794-bb62ae57-4cdf-4c41-b41f-f5e6f0ed5338.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3ODM0MTQ1MjcsIm5iZiI6MTc4MzQxNDIyNywicGF0aCI6Ii80NTU0MzgxMC80MDEzNDc3OTQtYmI2MmFlNTctNGNkZi00YzQxLWI0MWYtZjVlNmYwZWQ1MzM4LnBuZz9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNjA3MDclMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjYwNzA3VDA4NTAyN1omWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPTBlYzE1YzNhNGViMzgzNzE4MTEwMzUxNTc1MmJkNDJhYjg3ODc4MDBhNGI4MmUzMzllMzk3NzQ4MzY1MDRhZWYmWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0JnJlc3BvbnNlLWNvbnRlbnQtdHlwZT1pbWFnZSUyRnBuZyJ9.Pnpws449EkEjTyrA-yYkZtnpzvTkB50tlcjodZy2u4g
ensemble-table	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/ensemble-table.ipynb
	https://private-user-images.githubusercontent.com/45543810/401347489-c24b0ce4-78a4-493f-a5b0-1c8807eaa284.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.cyNDfpv39hDB90AkxhtwmvSMtPcYdkW5lF_SHZk0g8U
ensemble heatmaps	https://github.com/AusClimateService/hazards-drought/blob/main/percentiles/plot_percentiles.ipynb
	https://private-user-images.githubusercontent.com/45543810/401346697-d3731f80-ab9a-4759-a30c-4b16b5881c73.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.ndzIfmPIjBxrnHn0cVocYlek2Lr0-P3-Cod66rgktmo
work with any custom shapefile	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/area_statistics_example_basin_gpkg.ipynb
FAQ_example_timeseries_stats.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/FAQ_example_timeseries_stats.ipynb
	https://private-user-images.githubusercontent.com/45543810/401347177-779d1df2-1293-4057-a9ee-79882ef43dbe.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.r3OTgC4fCCkKn-CNlO2ShJnKJBvnW8s5nOXgte8QHqo
FAQ_example_timeseries_stats_for_ensemble_region.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/FAQ_example_timeseries_stats_for_ensemble_region.ipynb
	https://private-user-images.githubusercontent.com/45543810/401350247-21d5deab-4dad-40d9-bcee-cde61eff7148.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.HPTAYnBrruo1Z22_FsyoqeZxyNpSdTIn37srT6CeHTQ
#31	https://github.com/AusClimateService/plotting_maps/issues/31
	https://github.com/AusClimateService/plotting_maps#time-series-extraction
FAQ_example_timeseries_stats.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/FAQ_example_timeseries_stats.ipynb
FAQ_example_timeseries_stats_for_ensemble_region.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/FAQ_example_timeseries_stats_for_ensemble_region.ipynb
https://github.com/AusClimateService/TimeSeriesExtraction	https://github.com/AusClimateService/TimeSeriesExtraction
	https://github.com/AusClimateService/plotting_maps#masks
the Australian Community Reference Climate Data Collection @ NCI shapefile collection	https://github.com/aus-ref-clim-data-nci/shapefiles
	https://github.com/AusClimateService/plotting_maps#other
https://github.com/AusClimateService/plotting_maps/issues?q=is%3Aissue	https://github.com/AusClimateService/plotting_maps/issues?q=is%3Aissue
	https://github.com/AusClimateService/plotting_maps#getting-started
	https://github.com/AusClimateService/plotting_maps#python-environment
https://are.nci.org.au/pun/sys/dashboard/batch_connect/sys/jupyter/ncigadi/session_contexts/new	https://are.nci.org.au/pun/sys/dashboard/batch_connect/sys/jupyter/ncigadi/session_contexts/new
	https://private-user-images.githubusercontent.com/45543810/342980982-e0d93235-c0a7-4a24-adb5-8bf99f3febe0.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.Js6Aq0ndhgye0_H0TIUaZqcCxqayVoIZW-Pr9TVsz_Q
	https://github.com/AusClimateService/plotting_maps#access-shapefiles
https://my.nci.org.au/mancini/project/ia39	https://my.nci.org.au/mancini/project/ia39
https://github.com/aus-ref-clim-data-nci/shapefiles	https://github.com/aus-ref-clim-data-nci/shapefiles
	https://private-user-images.githubusercontent.com/45543810/361735147-97b5b23d-4d21-45ab-bbc0-feeff5d74388.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.r8W2-H8Jp-g3hwGCSuXpDirK5IbwdoJt5U0xQBSClOk
	https://github.com/AusClimateService/plotting_maps#cloning-this-repo
	https://github.com/AusClimateService/plotting_maps#update-to-the-lastest-version-of-the-repo-pull
	https://github.com/AusClimateService/plotting_maps#usage-in-jupyter-notebook
https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/minimal_plotting_example_pr.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/minimal_plotting_example_pr.ipynb
https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/area_statistics_example.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/area_statistics_example.ipynb
https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/plotting_and_stats_examples.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/plotting_and_stats_examples.ipynb
https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/acs_plotting_maps_examples.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/acs_plotting_maps_examples.ipynb
	https://private-user-images.githubusercontent.com/45543810/376465435-112b3911-1807-4d70-b035-acad148eb96c.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3ODM0MTQ1MjcsIm5iZiI6MTc4MzQxNDIyNywicGF0aCI6Ii80NTU0MzgxMC8zNzY0NjU0MzUtMTEyYjM5MTEtMTgwNy00ZDcwLWIwMzUtYWNhZDE0OGViOTZjLnBuZz9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNjA3MDclMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjYwNzA3VDA4NTAyN1omWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPTliMzMyNWY3YzY5NTMxMjA1YjZhZTY2NmRhNDMyM2Y3NDc3NzFjZWY3NjhjYTI2NzRlMmY5OGU5NjdjZjM2YWEmWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0JnJlc3BvbnNlLWNvbnRlbnQtdHlwZT1pbWFnZSUyRnBuZyJ9.oG8vbwx3PZuPOpqZhhZSgddjLYWvNIifAF565Nt39ug
	https://private-user-images.githubusercontent.com/45543810/377278978-6741a325-aac5-44bd-b878-d1aab1dab2ba.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.VyYtHOfo3gdcqPSNM7_OiDNDHUCwMEt63qcC3f1-ves
	https://github.com/AusClimateService/plotting_maps#faqs
	https://github.com/AusClimateService/plotting_maps#where-can-i-find-some-worked-examples-to-get-started
example notebooks	https://github.com/AusClimateService/plotting_maps/tree/main/example_notebooks
reports	https://github.com/AusClimateService/plotting_maps/tree/main/reports
minimal_plotting_example_ai.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/minimal_plotting_example_ai.ipynb
minimal_plotting_example_ocean.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/minimal_plotting_example_ocean.ipynb
minimal_plotting_example_pr.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/minimal_plotting_example_pr.ipynb
minimal_plotting_example_station.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/minimal_plotting_example_station.ipynb
minimal_plotting_example_tx.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/minimal_plotting_example_tx.ipynb
acs_plotting_maps_examples.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/acs_plotting_maps_examples.ipynb
area_statistics_example.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/area_statistics_example.ipynb
ensemble-table.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/ensemble-table.ipynb
FAQ_example_timeseries_stats.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/FAQ_example_timeseries_stats.ipynb
FAQ_example_timeseries_stats_for_ensemble_region.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/FAQ_example_timeseries_stats_for_ensemble_region.ipynb
area_statistics_example_basin_gpkg.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/area_statistics_example_basin_gpkg.ipynb
	https://github.com/AusClimateService/plotting_maps#something-is-not-working-and-i-dont-know-why
	https://github.com/AusClimateService/plotting_maps#why-is-my-code-so-slow-or-why-did-my-kernel-die
example notebooks	https://github.com/AusClimateService/plotting_maps/tree/main/example_notebooks
	https://github.com/AusClimateService/plotting_maps#an-argument-i-have-used-before-using-this-code-no-longer-works-whats-happening
	https://github.com/AusClimateService/plotting_maps#how-can-i-add-stippling-hatching-to-plots-to-indicate-model-agreement
Here is a notebook showing examples of using stippling	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/FAQ_example_stippling.ipynb
this link	https://github.com/AusClimateService/plotting_maps/issues/2
fire_climate_classes_projections.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/reports/fire_climate_classes_projections.ipynb
	https://github.com/AusClimateService/plotting_maps#why-is-the-stippling-weird
https://github.com/AusClimateService/plotting_maps/blob/main/reports/fire_climate_classes_projections.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/reports/fire_climate_classes_projections.ipynb
	https://github.com/AusClimateService/plotting_maps#is-there-a-way-to-use-the-4pp-plot-with-the-average-conditions-for-gwl12-and-the-change--for-gwl15-to-gwl3-or-does-it-only-work-for-plots-that-use-a-consistent-colourbar
FAQ_example_4pp_1plus3.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/FAQ_example_4pp_1plus3.ipynb
	https://github.com/AusClimateService/plotting_maps#how-can-i-change-the-orientation-eg-from-vertical-to-horizontal-of-the-figures-in-a-multipaneled-plot
FAQ_example_orientation.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/FAQ_example_orientation.ipynb
	https://github.com/AusClimateService/plotting_maps#i-want-to-use-a-divergent-colormap-but-the-neutral-color-isnt-in-the-middle-of-my-ticks-what-can-i-do-to-align-the-centre-of-the-colormap-to-zero
FAQ_example_vcentre.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/FAQ_example_vcentre.ipynb
	https://github.com/AusClimateService/plotting_maps#what-does-gwl-mean
https://github.com/AusClimateService/gwls	https://github.com/AusClimateService/gwls
	https://github.com/AusClimateService/plotting_maps#i-am-not-using-gwls-but-i-want-to-use-these-functions-how-can-i-change-the-subtitles
FAQ_example_subplot_titles.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/FAQ_example_subplot_titles.ipynb
	https://github.com/AusClimateService/plotting_maps#i-only-want-to-plot-data-below-30s-latitude-is-there-a-mask-for-this
FAQ_example_crop_mask.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/FAQ_example_crop_mask.ipynb
	https://private-user-images.githubusercontent.com/45543810/377365002-549ccef8-3aed-4dfa-9ee0-c08e225ab386.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.5sS0vatiw5kdsSBOPLUi-fCz-RjP8jfMEYbSuJZEikk
	https://github.com/AusClimateService/plotting_maps#how-may-i-plot-gridded-data-and-station-data-on-the-same-figure
	https://private-user-images.githubusercontent.com/45543810/381851056-0b641920-cc7d-46f1-b928-180a8212770b.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.2I6PndML6ta_YyBVjPXp_K9rL_wjtYoA17WkcvzpnpU
	https://github.com/AusClimateService/plotting_maps#can-i-use-my-own-shapefiles-to-define-regions
FAQ_example_custom_mask.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/FAQ_example_custom_mask.ipynb
See more about the provided shapefiles here	https://github.com/aus-ref-clim-data-nci/shapefiles/
regionmask regions	https://regionmask.readthedocs.io/en/stable/notebooks/mask_3D.html
area_statistics_example_basin_gpkg.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/area_statistics_example_basin_gpkg.ipynb
	https://github.com/AusClimateService/plotting_maps#can-i-plot-antarctica-or-other-non-australian-areas-of-the-world
FAQ_example_antarctica.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/FAQ_example_antarctica.ipynb
	https://private-user-images.githubusercontent.com/45543810/392216303-bbdbdf45-173f-4dee-9441-c842b0723dd7.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.vTkISFwP1vthruBrNH6dIUlJ2hIBO5Txu3SPQUU4GVM
FAQ_example_antarctica.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/FAQ_example_antarctica.ipynb
	https://private-user-images.githubusercontent.com/45543810/392227070-ae0e52dd-240f-4438-9dcb-26951ed51ea6.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.NDdv6Vu2hA-v_fwev6ExZmgy2_Id2SRXTCJzMpb7KxI
	https://github.com/AusClimateService/plotting_maps#can-i-use-any-regions-for-the-acs_regional_stats-statistics-function
FAQ_example_custom_mask.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/FAQ_example_custom_mask.ipynb
area_statistics_example_basin_gpkg.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/area_statistics_example_basin_gpkg.ipynb
	https://github.com/AusClimateService/plotting_maps#can-i-use-acs_regional_stats-for-nans-and-infinite-values
	https://github.com/AusClimateService/plotting_maps#how-do-i-calculate-statistics-for-categorical-data
plotting_and_stats_examples.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/plotting_and_stats_examples.ipynb
	https://github.com/AusClimateService/plotting_maps#calculating-time-series-using-acs_regional_stats
FAQ_example_timeseries_stats_for_ensemble_region.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/
https://github.com/AusClimateService/TimeSeriesExtraction	https://github.com/AusClimateService/TimeSeriesExtraction
	https://github.com/AusClimateService/plotting_maps#calculating-statistics-for-multidimensional-data
FAQ_example_timeseries_stats_for_ensemble_region.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/example_notebooks/FAQ_example_timeseries_stats_for_ensemble_region.ipynb
	https://github.com/AusClimateService/plotting_maps#development-principles
acs_area_statistics.py	https://github.com/AusClimateService/plotting_maps/blob/main/acs_area_statistics.py
acs_plotting_maps.py	https://github.com/AusClimateService/plotting_maps/blob/main/acs_plotting_maps.py
https://github.com/AusClimateService/plotting_maps/releases/new	https://github.com/AusClimateService/plotting_maps/releases/new
	https://github.com/AusClimateService/plotting_maps#todo
https://github.com/AusClimateService/plotting_maps/issues/	https://github.com/AusClimateService/plotting_maps/issues/
https://seaborn.pydata.org/generated/seaborn.set_context.html	https://seaborn.pydata.org/generated/seaborn.set_context.html
https://github.com/AusClimateService/plotting_maps/blob/main/reports/holistic-australian-bushfire-risk-assessment.ipynb	https://github.com/AusClimateService/plotting_maps/blob/main/reports/holistic-australian-bushfire-risk-assessment.ipynb
#23	https://github.com/AusClimateService/plotting_maps/issues/23
Readme	https://github.com/AusClimateService/plotting_maps#readme-ov-file
Please reload this page	https://github.com/AusClimateService/plotting_maps
Activity	https://github.com/AusClimateService/plotting_maps/activity
Custom properties	https://github.com/AusClimateService/plotting_maps/custom-properties
1 fork	https://github.com/AusClimateService/plotting_maps/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FAusClimateService%2Fplotting_maps&report=AusClimateService+%28user%29
Releases 1	https://github.com/AusClimateService/plotting_maps/releases
v1.0.0 Latest Feb 19, 2025	https://github.com/AusClimateService/plotting_maps/releases/tag/v1.0.0
Packages 0	https://github.com/orgs/AusClimateService/packages?repo_name=plotting_maps
Please reload this page	https://github.com/AusClimateService/plotting_maps
Please reload this page	https://github.com/AusClimateService/plotting_maps
Contributors	https://github.com/AusClimateService/plotting_maps/graphs/contributors
Please reload this page	https://github.com/AusClimateService/plotting_maps
Jupyter Notebook 99.4%	https://github.com/AusClimateService/plotting_maps/search?l=jupyter-notebook
Python 0.6%	https://github.com/AusClimateService/plotting_maps/search?l=python
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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
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Status	https://www.githubstatus.com/
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