Hi Georgelio, Vastav, While this link is down: https://imdpune.gov.in/Clim_Pred_LRF_New/Grided_Data_Download.html
Upon browsing around the IMD site I found under Climate Monitoring in top menu, https://imdpune.gov.in/lrfindex.php Side menu: Gridded Data Archive -> All the data is there and available just fine. So, taking offline my data dump to save my server's bandwidth. -- Cheers, Nikhil VJ https://nikhilvj.co.in On Thu, Oct 6, 2022 at 6:38 PM Nikhil VJ <nikhil...@gmail.com> wrote: > Wow, Dead Internet Theory vibes 🤐 > > Ok, I've moved all the gridded data file copies that I had at my end to: > https://server.nikhilvj.co.in/dump/imd_grid/ > > Disclaimer: they were download from <currently down> source > <https://imdpune.gov.in/Clim_Pred_LRF_New/Grided_Data_Download.html> on > 13th July 2022, and their sha256 checksums are at: > > https://github.com/answerquest/IMD-grid-data-work/blob/main/sha256_checksum_rain.txt > > https://github.com/answerquest/IMD-grid-data-work/blob/main/sha256_checksum_tmax.txt > > https://github.com/answerquest/IMD-grid-data-work/blob/main/sha256_checksum_tmin.txt > > Beyond that digital trail, no guarantee on integrity of the data from my > side. Use at own risk. > > This code snippet should help you turn a file into a flat CSV table: > > import imdlib > rain1 = imdlib.open_data('rain', 2010, 2010, > 'yearwise').get_xarray().to_dataframe() > rain2 = rain1[rain1['rain'] > -100].reset_index() > rain2.to_csv('dump.csv',index=False) > > -- > Cheers, > Nikhil VJ > https://nikhilvj.co.in > > > On Thu, Oct 6, 2022 at 10:53 AM Akshay Kumar <akshay.cg...@gmail.com> > wrote: > >> IMD_CSV.7z >> <https://drive.google.com/file/d/1kYrptA1jYDhrAE5OiNQSQQrcpncQaRo_/view?usp=drive_web> >> Clipped_rain_INDIA.7z >> <https://drive.google.com/file/d/1JbZmrSJGMK87Ze6X2MPRWkt_SDw2I5TN/view?usp=drive_web> >> Hi >> Please find the attached shapefiles of the IMD Gridded rainfall dataset >> clipped for India for the years 1990 to 2021. Also, I am attaching the csv >> files of rainfall datasets, which were further used for creating shapefiles >> of corresponding years. Please let me know if it solves your purpose. >> You can clip out Himachal from the Indian shapefile. >> >> >> >> *Profound RegardsAkshay Kumar* >> >> *LinkedIn <https://www.linkedin.com/in/akshay-kumar-a68572118/>* >> *+91-8198834098* >> >> P Please don't print this e-mail unless you really need to. Go Green. >> *Every 3000 A4 Size papers costs 1 tree.* >> >> >> On Thu, Oct 6, 2022 at 10:39 AM georg...@gmail.com <georgel...@gmail.com> >> wrote: >> >>> Thank you Nikhil, As Vastav said that link is no longer available. Is >>> there any chance that you have collected the data? I want data for Himachal >>> from 2000 - 2021 >>> Thank you >>> >>> On Thursday, 6 October 2022 at 03:11:55 UTC+5:30 >>> f201...@hyderabad.bits-pilani.ac.in wrote: >>> >>>> Hi Nikhil >>>> It seems like the link used to get data no longer works. The government >>>> has likely made the data inaccessible. Did you download all the files by >>>> any chance? Would it be possible to upload those in google drive? >>>> >>>> Thanks >>>> Vastav Ratra >>>> >>>> On Wednesday, October 5, 2022 at 3:58:10 AM UTC+2 nikh...@gmail.com >>>> wrote: >>>> >>>>> Hi Georgelio, >>>>> >>>>> I was able to extract the rainfall data just fine. >>>>> Bit of programming is needed to get rid of junk data, and we need to >>>>> work our way thru lot of files for multi-yr. Here is a repo with work done >>>>> on it. >>>>> >>>>> https://github.com/answerquest/IMD-grid-data-work >>>>> >>>>> I made a viz of the data for a location nr my home in Pune, and the >>>>> figures appear to corelate with local history (Panshet flood of 1962 for >>>>> example shows up vividly). But I'd really like to know what the original >>>>> raw data was using which the gridded data was obtained. >>>>> >>>>> I've loaded it all into a DB; should be able to get out specific data >>>>> needed, let me know if you need for a particular location(s) and years >>>>> range. >>>>> >>>>> Is there a use case for uploading a mirror dataset to zenodo or kaggle >>>>> or someplace in simpler CSV form? (Big upload so better if there is a >>>>> demand for it. Or, better if someone from the institution itself does it). >>>>> I love the multi-dimensional array format they've used, but the junk >>>>> values >>>>> undo the storage savings (a .7z of flattened CSV may be smaller), and it's >>>>> tougher to access for folks not in the know. >>>>> >>>>> - Nikhil >>>>> https://nikhilvj.co.in >>>>> >>>>> On Tue, Oct 4, 2022, 15:37 georg...@gmail.com <georg...@gmail.com> >>>>> wrote: >>>>> >>>>>> Hello all, >>>>>> Gridded rainfall data for India in IMD is not working. I need >>>>>> rainfall data for Himachal from 2010 to 2022. >>>>>> Thanks >>>>>> >>>>>> -- >>>>>> Datameet is a community of Data Science enthusiasts in India. Know >>>>>> more about us by visiting http://datameet.org >>>>>> --- >>>>>> You received this message because you are subscribed to the Google >>>>>> Groups "datameet" group. >>>>>> To unsubscribe from this group and stop receiving emails from it, >>>>>> send an email to datameet+u...@googlegroups.com. >>>>>> To view this discussion on the web visit >>>>>> https://groups.google.com/d/msgid/datameet/b6a669b9-6b30-41d6-bc22-cb960814bc6en%40googlegroups.com >>>>>> <https://groups.google.com/d/msgid/datameet/b6a669b9-6b30-41d6-bc22-cb960814bc6en%40googlegroups.com?utm_medium=email&utm_source=footer> >>>>>> . >>>>>> >>>>> -- >>> Datameet is a community of Data Science enthusiasts in India. Know more >>> about us by visiting http://datameet.org >>> --- >>> You received this message because you are subscribed to the Google >>> Groups "datameet" group. >>> To unsubscribe from this group and stop receiving emails from it, send >>> an email to datameet+unsubscr...@googlegroups.com. >>> To view this discussion on the web visit >>> https://groups.google.com/d/msgid/datameet/628cda0d-26e3-4cf0-8e4e-fa7547a5d3efn%40googlegroups.com >>> <https://groups.google.com/d/msgid/datameet/628cda0d-26e3-4cf0-8e4e-fa7547a5d3efn%40googlegroups.com?utm_medium=email&utm_source=footer> >>> . >>> >> -- >> Datameet is a community of Data Science enthusiasts in India. Know more >> about us by visiting http://datameet.org >> --- >> You received this message because you are subscribed to the Google Groups >> "datameet" group. >> To unsubscribe from this group and stop receiving emails from it, send an >> email to datameet+unsubscr...@googlegroups.com. >> To view this discussion on the web visit >> https://groups.google.com/d/msgid/datameet/CAH9bdtHQuk_uOM%2B0%3Da%2B8pDTPgP4HeNdbU2PaNB%2B2bT8CzAPiiw%40mail.gmail.com >> <https://groups.google.com/d/msgid/datameet/CAH9bdtHQuk_uOM%2B0%3Da%2B8pDTPgP4HeNdbU2PaNB%2B2bT8CzAPiiw%40mail.gmail.com?utm_medium=email&utm_source=footer> >> . >> > -- Datameet is a community of Data Science enthusiasts in India. Know more about us by visiting http://datameet.org --- You received this message because you are subscribed to the Google Groups "datameet" group. To unsubscribe from this group and stop receiving emails from it, send an email to datameet+unsubscr...@googlegroups.com. 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