python for groundwater time series analysis - SERP Analysis

https://github.com/pastas/pastas

https://pmc.ncbi.nlm.nih.gov/articles/PMC6899905/

https://www.hydroshare.org/resource/fccc511e18c4435dae0d299a205befd3/

https://www.youtube.com/watch?v=ZgeVsaFh76A

https://gmd.copernicus.org/preprints/gmd-2021-139/gmd-2021-139-manuscript-version4.pdf

https://ngwa.onlinelibrary.wiley.com/doi/abs/10.1111/gwat.12925

https://awschool.com.au/training/webinar-groundwater-time-series-analysis/

https://github.com/pastas

https://hatarilabs.com/ih-en/a-comprehensive-list-of-specific-python-packages-for-hydrogeology-and-groundwater-modeling

https://pastas.readthedocs.io/v0.22.0/concepts/handling_timeseries.html

https://iah.org/education/professionals/training/groundwater-time-series-analysis

https://analyticsindiamag.com/deep-tech/guide-to-pastas-a-python-framework-for-hydrogeological-time-series-analysis/

https://www.youtube.com/watch?v=IhNRXG52omQ

https://www.kaggle.com/code/namansood/time-series-analysis-and-processing

https://www.researchgate.net/publication/334703503_Pastas_Open_Source_Software_for_the_Analysis_of_Groundwater_Time_Series

https://nelen-schuurmans.nl/en/case/simulating-groundwater-levels-using-machine-learning/

https://ngwa.onlinelibrary.wiley.com/doi/10.1111/gwat.12927

https://www.frontiersin.org/journals/earth-science/articles/10.3389/feart.2022.907609/full

https://research.tudelft.nl/en/publications/pastas-open-source-software-for-the-analysis-of-groundwater-time-

https://hydroshare.cuahsi.org/resource/fccc511e18c4435dae0d299a205befd3/

https://pastas.readthedocs.io/

https://www.classcentral.com/course/youtube-groundwater-time-series-analysis-112377

https://gmd.copernicus.org/articles/15/3021/2022/

https://www.nature.com/articles/s41598-023-39688-0

https://www.sciencedirect.com/science/article/pii/S0022169423010624

https://project.inria.fr/aaltd22/files/2022/08/AALTD22_paper_7327.pdf

https://www.mdpi.com/2073-4441/16/7/949

https://www.youtube.com/watch?v=o_2KUDst4nY

https://www.youtube.com/playlist?list=PL4FxiK-WWfH206xJ_kbUkVFBMnmeX1Pyj

https://www.linkedin.com/posts/desaijayesh19_github-whatsthisclintprojecttime-groundwater-activity-7178426505000009730--kBi?trk=posts_directory

https://pmc.ncbi.nlm.nih.gov/articles/PMC9105407/

https://www.youtube.com/watch?v=FOXFJ43rHEM

https://www.mdpi.com/2073-4441/17/3/433

https://www.youtube.com/watch?v=ZPCRm_izGP8

https://www.researchgate.net/publication/334701321_Solving_Groundwater_Flow_Problems_with_Time_Series_Analysis_You_May_Not_Even_Need_Another_Model

https://www.reddit.com/r/AskStatistics/comments/man4iz/help_with_time_series_analysis/

https://stats.stackexchange.com/questions/621694/using-interrupted-time-series-for-understanding-impact-of-a-treatment

https://www.youtube.com/watch?v=ko4NyB3Jth4

https://hatarilabs.com/ht-en/open-webinar-time-series-analysis-of-climate-change-data-with-python-pandas-dec-10-11-2020

https://www.artesia-water.nl/wp-content/uploads/Poster_Martin_IAH_Brussel_2021.pdf

https://iwa-network.org/learn/online-groundwater-modelling-in-python/

https://link.springer.com/article/10.1007/s10064-023-03419-6

https://vtechworks.lib.vt.edu/bitstreams/b26b754e-7be9-47a5-bd7d-058f1f1d514d/download

https://www.reddit.com/r/datascience/comments/pfw49w/good_resources_for_learning_ml_with_time_series/

https://www.usgs.gov/publications/self-guided-decision-support-groundwater-modelling-python

https://igwmc.princeton.edu/wp-content/uploads/2024/06/MODFLOW24_Program_final.v1.pdf

https://odr.chalmers.se/bitstreams/078ebe17-eea7-4972-a04a-5c4958ffef2e/download

https://insu.hal.science/insu-03661482/document

https://www.racoman.com/blog/important-trends-in-data-analytics-for-lab-analysts-in-the-groundwater-management-industry?srsltid=AfmBOoqc3gE-UjtJrpVWGiyX8cb3oqVF4DcPgwqnqhyYnhQqW9w6lPqz

https://deltares.github.io/imod-python/user-guide/03-timeseries-data.html

https://www.scribd.com/document/600953850/Analytical-Groundwater-Modeling-Theory-and-Applications-Using-Python

https://flex.flinders.edu.au/file/58df51c2-b08a-4138-a842-3cdda93eff65/1/MashiurThesis2021.pdf

https://radar.community.uaf.edu/lab-9-insar-time-series-analysis/

https://www.hydroshare.org/search/?subject=Python

https://www.mdba.gov.au/sites/default/files/publications/scripts-and-tools-developed-for-trend-and-cluster-analysis-gde-analysis-salinity-mapping-and-time-series-analysis.pdf

https://www.swissgroundwaternetwork.ch/en/tools-data/tools/time-series-analysis/

https://liu.diva-portal.org/smash/get/diva2:1786300/FULLTEXT01.pdf

https://developers.google.com/earth-engine/tutorials/community/time-series-modeling

https://www.nature.com/articles/s41598-021-01920-0

https://gwd.org.za/abstract/machine-learning-applied-pumping-test-analysis

https://ieeexplore.ieee.org/iel7/6287639/6514899/09474489.pdf

https://ui.adsabs.harvard.edu/abs/2022EGUGA..24.8764B/abstract

https://www.machinelearningmastery.com/arima-for-time-series-forecasting-with-python/

https://www.kaggle.com/code/iamleonie/intro-to-time-series-forecasting

https://numericalenvironmental.wordpress.com/2016/11/13/an-unstructured-grid-finite-difference-groundwater-flow-model-in-python/

https://water.usgs.gov/catalog/tools/

https://learningactors.com/top-10-python-tools-for-time-series-analysis/

https://arc.fiu.edu/projects/artificial-intelligence-for-em-problem-set-soil-and-groundwater-2/

https://www.racoman.com/blog/important-trends-in-data-analytics-for-operators-in-the-groundwater-management-industry?srsltid=AfmBOoqxqwvxREo9UjPl5lRnzYkm4VMhL_PZPENGkaVCINIka4DX6AEH

https://link.springer.com/article/10.1007/s10040-024-02830-x

https://www.academia.edu/55150422/Decoupling_of_modeling_and_measuring_interval_in_groundwater_time_series_analysis_based_on_response_characteristics

https://repository.tudelft.nl/record/uuid:9974c10b-f25b-44c9-898d-fbc8f71b68a1

https://analyticsindiamag.com/ai-trends/top-10-python-tools-for-time-series-analysis/

https://discovery.gsa.ac.uk/discovery/fulldisplay?docid=alma991001023632906296&context=L&vid=44GSA_INST:44GSA_VU1&lang=en&search_scope=MyInst_and_CI&adaptor=Local%20Search%20Engine&tab=LibraryCatalog&query=sub%2Cexact%2CData%20Analysis%20%2CAND&mode=advanced&offset=40

https://uca.hal.science/hal-03790275/document

https://iwaponline.com/jwcc/article/13/5/2233/88554/Prediction-of-groundwater-table-and-drought

https://pypi.org/project/metran/

https://deltares.github.io/imod-python/

https://pubs.acs.org/doi/10.1021/acs.est.1c07440

https://scholar.google.co.uk/citations?user=gMSk5SQAAAAJ&hl=th

https://www.javedali.net/post/python-resources-for-earth-sciences/

https://www.classcentral.com/course/youtube-groundwater-modelling-in-python-112370

https://iwa-network.org/learn/python-for-hydrology-and-hydrogeology/

https://d-nb.info/1217001573/34

https://agu.confex.com/agu/agu24/meetingapp.cgi/Paper/1728574

https://odr.chalmers.se/items/e8334afc-73a2-4fb5-8bd6-ae47ab96c909

https://medium.com/wegaw/time-series-forecasting-in-python-from-zero-to-neural-networks-in-only-a-month-8e12d6a6e2f4

https://zenodo.org/record/2560352

https://research.tue.nl/en/publications/groundwater-surface-water-exchange-a-new-graphical-user-interface

https://online.uni-graz.at/kfu_online/pl/ui/%24ctx%3Blang=de/wbFPCompsCallBacks.cbExecuteDownload?pDocStoreNr=6993831

https://developers.google.com/earth-engine/tutorials/community/time-series-visualization-with-altair

https://www.frontiersin.org/journals/earth-science/articles/10.3389/feart.2022.916198/full

http://www.freewat.eu/sites/default/files/geam%20151%2009.pdf

https://scholar.google.co.kr/citations?user=gMSk5SQAAAAJ&hl=pt-PT

https://www.amazon.com/Principles-Karst-Hydrogeology-Hydrogeochemistry-Exploitation-ebook/dp/B0DFB6K41Z

https://zenodo.org/records/3252035

https://www.spatialtech.org/waterpybal-groundwater-python.html

https://www.youtube.com/watch?v=NENSc2joji4

https://www.timescale.com/blog/how-to-work-with-time-series-in-python