Dear Sir Pl check this link. https://github.com/Manisht9/imdData
On Thu, 6 Oct 2022 at 10:55 PM, Pankaj pandey <pkpner...@gmail.com> wrote: > Dear Nikhil how can batch download data, > https://imdpune.gov.in/lrfindex.php. This page give data wise data. how > can download suppose 20 year data of temperature. Any python code to do > this to bulk download in csv. Please update any code will very much neede > > With Regards > P.K.Pandey > > > On Thu, Oct 6, 2022 at 7:28 PM Nikhil VJ <nikhil...@gmail.com> wrote: > >> 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. >> To view this discussion on the web visit >> https://groups.google.com/d/msgid/datameet/CAH7jeuMv5Kx5zE7YMpNXVbxezrOkc7MqFCoKnB-hJxFy-e5eqA%40mail.gmail.com >> <https://groups.google.com/d/msgid/datameet/CAH7jeuMv5Kx5zE7YMpNXVbxezrOkc7MqFCoKnB-hJxFy-e5eqA%40mail.gmail.com?utm_medium=email&utm_source=footer> >> . >> > > > -- > WITH REGARDS > DR. PANKAJ KUMAR PANDEY > > -- > 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/CAPppCu5Eis3_%2BXudyGCu%3Dx5VrPSePV%2B01pWoyweuT5vaH3cfLg%40mail.gmail.com > <https://groups.google.com/d/msgid/datameet/CAPppCu5Eis3_%2BXudyGCu%3Dx5VrPSePV%2B01pWoyweuT5vaH3cfLg%40mail.gmail.com?utm_medium=email&utm_source=footer> > . > -- *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.* -- 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/CAH9bdtF4P0DLhSrkQ30aL--4SwQhHq3h_OFypZ2ws-fy9cB2VA%40mail.gmail.com.
