Mikhail Smilovic
Mikhail Smilovic
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macOS: Python, GDAL, GitHub Desktop, CWatM, CWatM-Earth-30min, Numpy, Scipy & NetCDF4 with miniconda
We download and install Miniconda for Python 3.12, and install the packages Numpy, Scipy, NetCDF4, Pandas, and GDAL for macOS 🍎
We download GitHub Desktop and clone the Community Water Model (CWatM) and input data CWatM-Earth-30min đź’§
We then go to the Google Drive folder to download a decade of climate data 🌦️
zhlédnutí: 142

Video

Setting up CWatM for the Bhima at 10 km resolution (C1)
zhlédnutí 255Před 5 měsíci
We set up and prepare the hydrological model CWatM for calibration for the Bhima basin at 5 arc minutes (around 10 km), Part 1 Upstream area map on Google Earth Engine: code.earthengine.google.com/a67367697aad3a52272fe62d6b837e32 CWatM Earth input at 5 arc minutes: drive.google.com/drive/folders/1HqcBj5fD6DHJpOe-t_6JHFMKFtubghZf?usp=drive_link Climate data 2011-2019: drive.google.com/file/d/183...
Visualising crop area timeseries from CWatM (B5)
zhlédnutí 92Před 5 měsíci
00:00 We update our fork of CWatM from the main CWatM repository 08:33 We begin with the Land notebook to visualise time-series of crop plantings.
The Water Cycle: Evapotranspiration (B3)
zhlédnutí 91Před 5 měsíci
Understanding evapotranspiration, and how it is calculated inside the hydrological model CWatM, the Community Water Model
Including crops in CWatM (B4)
zhlédnutí 83Před 5 měsíci
In the settings text file, in the section [OPTIONS], the following lines are to be included: includeCrops = True use_GeneralCropnonIrr = 0 use_GeneralCropIrr = 0 activate_fallow = 1 automaticFallowingIrr = True leftoverIrrigatedCropIsRainfed = 0 moveIrrFallowToNonIrr = False in the section [FILE_PATHS], include: Excel_settings_file = $(PathMaps)\settings\cwatm_settings.xlsx The Excel template i...
Preparing crop maps for CWatM (B2)
zhlédnutí 99Před 5 měsíci
Preparing crop maps for CWatM (B2)
Setting up the hydrological model CWatM at 5 arcmin (B1)
zhlédnutí 155Před 5 měsíci
We begin the intermediate CWatM series by setting up CWatM for the Danube basin at 5 arcmin, using the 5 arcmin input data (linked below) and the associated settings file. -CWatM Earth input at 5 arc minutes: drive.google.com/drive/folders/1HqcBj5fD6DHJpOe-t_6JHFMKFtubghZf?usp=drive_link Climate data 2011-2019: drive.google.com/file/d/183t6DN-r8vNfzZiQJ-xNd3thn84TD3AG/view?usp=drive_link Climat...
Watershed futures: Mekong, 2050
zhlédnutí 193Před 9 měsíci
Exploring the water cycle of the Danube basin, historically and up to 2050. The water cycle is simulated with the hydrological model CWatM: cwatm.iiasa.ac.at. Playlist to download and run CWatM: shorturl.at/eozFG vocabulary - Precipitation: falling water (snow, rain, hail, sleet, etc.) - Evapotranspiration: rising water over soils (transforming from liquid to vapour), either from wet soils or t...
Watershed futures: Extended Lake Victoria, 2050
zhlédnutí 116Před 9 měsíci
Exploring the water cycle of the extended Lake Victoria basin, historically and up to 2050. The water cycle is simulated with the hydrological model CWatM: cwatm.iiasa.ac.at. Playlist to download and run CWatM: shorturl.at/eozFG vocabulary - Precipitation: falling water (snow, rain, hail, sleet, etc.) - Evapotranspiration: rising water over soils (transforming from liquid to vapour), either fro...
Watershed futures: Danube, 2050
zhlédnutí 145Před 9 měsíci
Exploring the water cycle of the Danube basin, historically and up to 2050. The water cycle is simulated with the hydrological model CWatM: cwatm.iiasa.ac.at. Playlist to download and run CWatM: shorturl.at/eozFG vocabulary - Precipitation: falling water (snow, rain, hail, sleet, etc.) - Evapotranspiration: rising water over soils (transforming from liquid to vapour), either from wet soils or t...
Calibrating the hydrological model CWatM, part 2 (A11)
zhlédnutí 483Před 10 měsíci
We perform a longer calibration using the best parameter set from the short calibration. In the second half, we catch up with the calibration, update Silvia's fork on GitHub.com, and run a script to generate performance statistics of the calibration. Important change! For calibration, in the CWatM settings template, at the top under [OPTIONS ], include the line reportOldTss = True
Precipitation data from Earth Engine, daily and monthly
zhlédnutí 4KPřed 10 měsíci
Precipitation time series from Google Earth Engine for a specific region. - Daily script, showing daily average mm/day, averaged over a region: code.earthengine.google.com/c4ed6b5b263cfbe9b6b279cdcd35ced5 - Monthly script, showing monthly average mm/day, averaged over a region: code.earthengine.google.com/1fcc91cf50504644fc32b3bd62b30998 We demonstrate, using one's own shapefile, how to add the...
Calibrating the hydrological model CWatM, part 1 (A10)
zhlédnutí 798Před 11 měsíci
Calibrating the hydrological model CWatM, part 1 (A10)
Downloading river discharge data for a single station from the GRDC (A9)
zhlédnutí 1KPřed 11 měsíci
Downloading river discharge data for a single station from the GRDC (A9)
Evapotranspiration in the Danube basin since 1901, with Earth Engine and CWatM (A8)
zhlédnutí 837Před rokem
Evapotranspiration in the Danube basin since 1901, with Earth Engine and CWatM (A8)
Comparing GRACE and CWatM for the Danube basin, observing water storage changes since 1901 (A7)
zhlédnutí 702Před rokem
Comparing GRACE and CWatM for the Danube basin, observing water storage changes since 1901 (A7)
GRACE satellites for Danube basin water storage changes, with Earth Engine
zhlédnutí 1,2KPřed rokem
GRACE satellites for Danube basin water storage changes, with Earth Engine
Coding and pull requests with the hydrological model CWatM (A5)
zhlédnutí 298Před rokem
Coding and pull requests with the hydrological model CWatM (A5)
Water circles with the hydrological model CWatM (A4)
zhlédnutí 531Před rokem
Water circles with the hydrological model CWatM (A4)
Creating CWatM initialisation files (A3)
zhlédnutí 523Před rokem
Creating CWatM initialisation files (A3)
How to rasterize and align shapefiles (ArcMap)
zhlédnutí 395Před rokem
How to rasterize and align shapefiles (ArcMap)
Start CWatM hydrological modelling the Danube basin (A2)
zhlédnutí 1,3KPřed rokem
Start CWatM hydrological modelling the Danube basin (A2)
Crop suitability using the model GAEZ: Example of Sorghum in Niger
zhlédnutí 601Před rokem
Crop suitability using the model GAEZ: Example of Sorghum in Niger
Setting up the hydrological model CWatM with GitHub (A1)
zhlédnutí 1,1KPřed rokem
Setting up the hydrological model CWatM with GitHub (A1)
Practising the hydrological model CWatM with Ting, III: Visualising a short first run at 30 arcmin
zhlédnutí 163Před rokem
Practising the hydrological model CWatM with Ting, III: Visualising a short first run at 30 arcmin
How to use GRACE and Earth Engine to visualize changes in terrestrial water storage
zhlédnutí 2,8KPřed rokem
How to use GRACE and Earth Engine to visualize changes in terrestrial water storage
Practising the hydrological model CWatM with Ting, II: Simulating any basin at 30 arcmin
zhlédnutí 223Před rokem
Practising the hydrological model CWatM with Ting, II: Simulating any basin at 30 arcmin
How to use Earth Engine for Evapotranspiration, from daily & hourly to monthly (6 products)
zhlédnutí 2,5KPřed rokem
How to use Earth Engine for Evapotranspiration, from daily & hourly to monthly (6 products)
How to install GitHub desktop, CWatM, and troubleshoot multiple Python versions
zhlédnutí 207Před rokem
How to install GitHub desktop, CWatM, and troubleshoot multiple Python versions
How to install Python, GDAL, virtualenvwrapper & other packages on Windows
zhlédnutí 1,4KPřed rokem
How to install Python, GDAL, virtualenvwrapper & other packages on Windows

Komentáře

  • @Amna76890
    @Amna76890 PĹ™ed 14 hodinami

    Hi sir can you help me that who to apply the same procedure in rivers by preparing own river shp file

  • @cusco4x295
    @cusco4x295 PĹ™ed dnem

    Hi Mikhail. Thanks for your videos and for the code. Could you give your opinion on the new OpenET CONUS evapotranspiration datasets available in GEE?

  • @smurfk7678
    @smurfk7678 PĹ™ed 7 dny

    How to get tws not changes

  • @suslik71ify
    @suslik71ify PĹ™ed 7 dny

    Mikhail, thank you very much for wonderful presentation of extremely useful topics!!! I enjoy every your video!! Only one wish: please read and reply to comments 🙂

  • @AliAhmad-k6c
    @AliAhmad-k6c PĹ™ed 10 dny

    Thanks for everything I want to learn how to download carbon dioxide change data..

  • @WishObserver
    @WishObserver PĹ™ed 11 dny

    Hi Mikhail. Just a comment: at 18:38 EWRef_daily* was copied instead of ETRef. Don't think it changes a lot in the results, but still. :)

    • @MikhailSmilovic
      @MikhailSmilovic PĹ™ed 11 dny

      Great catch! Yes, we definitely want ETMaps to point to ETRef_daily* đź’™

  • @smurfk7678
    @smurfk7678 PĹ™ed 23 dny

    How to calculate tws from grace and grace fo data rrom 2011 to june 2024?

  • @smurfk7678
    @smurfk7678 PĹ™ed 23 dny

    is IWE_THICKNESS and TWS are same? if not then how to calculate it from GRACE?

  • @giottocairo2926
    @giottocairo2926 PĹ™ed mÄ›sĂ­cem

    I am not sure the anomaly of TWS could be called as change of terrestrial water storage... the anomaly is the difference compare to the baseline.

    • @MikhailSmilovic
      @MikhailSmilovic PĹ™ed mÄ›sĂ­cem

      Change here is meant as the difference relative to 2004-2010

  • @pradoshkumarparamaguru
    @pradoshkumarparamaguru PĹ™ed 2 mÄ›sĂ­ci

    How to download the grace water change data in grid point wise

  • @susilo5667
    @susilo5667 PĹ™ed 2 mÄ›sĂ­ci

    How to extract TWS in the specific location, not for the whole area but in the specific longitude and latitude

  • @Ramilacookware
    @Ramilacookware PĹ™ed 2 mÄ›sĂ­ci

    How to work with ee.Image($$$) for example organic carbon soil , and ... Please share a vedio 🙏

  • @Defeng-nd1cf
    @Defeng-nd1cf PĹ™ed 2 mÄ›sĂ­ci

    Very goodđź’™

  • @konankouadiojustin8608
    @konankouadiojustin8608 PĹ™ed 2 mÄ›sĂ­ci

    Bonjour Monsieur, Puis je avoir votre email? je travail sur les images GRACE et j ai bessoin de votre appuis. Merci

  • @antiporros
    @antiporros PĹ™ed 2 mÄ›sĂ­ci

    genio

  • @rebekahhinton8551
    @rebekahhinton8551 PĹ™ed 2 mÄ›sĂ­ci

    Just a little note! If users are struggling with getting CWatM up and running they may need to install an older version of numpy by using "pip install --force-reinstall numpy==1.19.5". Do correct these when this is no longer needed Mikhail! I just wanted to put it somewhere

    • @MikhailSmilovic
      @MikhailSmilovic PĹ™ed 2 mÄ›sĂ­ci

      Guten Tag Rebekah, for standard CWatM, the most up-to-date numpy works. Could it relate to flopy?

  • @TRN2023
    @TRN2023 PĹ™ed 3 mÄ›sĂ­ci

    Thanks a lot for your nice explanations, the problem I have is that I can not understand how I can opt for specific dates in the time series in the case of daily precipitation. For example, I want to have the data for the past three years so I want to start from 2020 to 2024 how can I modify the code to give me my desired output.

  • @Loveshreyansivlog3274
    @Loveshreyansivlog3274 PĹ™ed 3 mÄ›sĂ­ci

    Thank you so much sir

  • @Loveshreyansivlog3274
    @Loveshreyansivlog3274 PĹ™ed 3 mÄ›sĂ­ci

    Very helpful sir. Please make a video on how to differentiate GWSA from TWSA grace data

  • @naimahersy3966
    @naimahersy3966 PĹ™ed 3 mÄ›sĂ­ci

    Great video. how can you download GRACE-FO data? help needed

  • @hamedpoorsepahysamian8359
    @hamedpoorsepahysamian8359 PĹ™ed 3 mÄ›sĂ­ci

    amazing. I learn alot from your videos.

  • @hamedpoorsepahysamian8359
    @hamedpoorsepahysamian8359 PĹ™ed 3 mÄ›sĂ­ci

    Great and very informative. Thank you very much for the videos.

  • @jonsnow656
    @jonsnow656 PĹ™ed 3 mÄ›sĂ­ci

    hey mikhail, how to export the region of interest in tiff format?

  • @space-time-somdeep
    @space-time-somdeep PĹ™ed 3 mÄ›sĂ­ci

    Please uplosd more gee lectures sir❤

  • @winmyint7176
    @winmyint7176 PĹ™ed 3 mÄ›sĂ­ci

    Welldone

    • @winmyint7176
      @winmyint7176 PĹ™ed 3 mÄ›sĂ­ci

      Please go ahead to study area completely.

  • @malevolency5122
    @malevolency5122 PĹ™ed 4 mÄ›sĂ­ci

    please include making a shapefile for individual country, the interface of arc gis is not user friendly for it

    • @MikhailSmilovic
      @MikhailSmilovic PĹ™ed mÄ›sĂ­cem

      Country shape files are available at this link 🌍 drive.google.com/drive/folders/1EjiziKzmELlls2AvQXZ5MkNmwOnimW3-?usp=sharing

  • @elliza197
    @elliza197 PĹ™ed 4 mÄ›sĂ­ci

    How do you change the date range for the MODIS 500km product?

  • @user-sn3iw8dr1g
    @user-sn3iw8dr1g PĹ™ed 4 mÄ›sĂ­ci

    Thanks Mikhail !!

  • @smurfk7678
    @smurfk7678 PĹ™ed 4 mÄ›sĂ­ci

    Which GRACE product is good for water table monitoring in a country? And how can we calculate the water table by GRACE dataset? Any calculations?

  • @valeriapujosepin6026
    @valeriapujosepin6026 PĹ™ed 4 mÄ›sĂ­ci

    Gracias cracks !!!

  • @alemayehumullatuadashio5350
    @alemayehumullatuadashio5350 PĹ™ed 4 mÄ›sĂ­ci

    Thank you very much! Extraordinary tutorial! It it possible to get the result in geoTiff format?Dear sir, can we use the result for publication? Its reliability for scientific paper?

  • @user-xf7bb3zf2l
    @user-xf7bb3zf2l PĹ™ed 4 mÄ›sĂ­ci

    thanks, sir it was very helpful. do we have any other options to calculate it for 2022?

  • @chai2913
    @chai2913 PĹ™ed 5 mÄ›sĂ­ci

    part 2???

  • @raulrapacioli9907
    @raulrapacioli9907 PĹ™ed 6 mÄ›sĂ­ci

    Please Mikhail make a script with CHIRPS not TRMM

  • @bastianalejandrorivasmaldo1217
    @bastianalejandrorivasmaldo1217 PĹ™ed 6 mÄ›sĂ­ci

    Hi from Chile, How do I quantify snow melt based on modis snow covered area for a time series?I try to do it for a year.

  • @mohammadrezaranjbari7762
    @mohammadrezaranjbari7762 PĹ™ed 7 mÄ›sĂ­ci

    thank you.

  • @mohammadrezaranjbari7762
    @mohammadrezaranjbari7762 PĹ™ed 7 mÄ›sĂ­ci

    thank you, Professor. I learn a lot of things

  • @mohammadrezaranjbari7762
    @mohammadrezaranjbari7762 PĹ™ed 7 mÄ›sĂ­ci

    Thank you, Professor.

  • @mohammadrezaranjbari7762
    @mohammadrezaranjbari7762 PĹ™ed 7 mÄ›sĂ­ci

    thanks a lot✌✌✌✌

  • @mohammadrezaranjbari7762
    @mohammadrezaranjbari7762 PĹ™ed 7 mÄ›sĂ­ci

    Thank you Dear Teacher🙏🙏🙏🙏🙏🙏

  • @mohammadrezaranjbari7762
    @mohammadrezaranjbari7762 PĹ™ed 7 mÄ›sĂ­ci

    Thanks, Dr Smilovic.

  • @mohammadrezaranjbari7762
    @mohammadrezaranjbari7762 PĹ™ed 7 mÄ›sĂ­ci

    Thank u.

  • @mohammadrezaranjbari7762
    @mohammadrezaranjbari7762 PĹ™ed 7 mÄ›sĂ­ci

    Thank u. it's so useful and valuable.

  • @mohammadrezaranjbari7762
    @mohammadrezaranjbari7762 PĹ™ed 7 mÄ›sĂ­ci

    thank u Dr.

  • @mohammadrezaranjbari7762
    @mohammadrezaranjbari7762 PĹ™ed 7 mÄ›sĂ­ci

    thank u Dr. it is so valuable.

  • @mohammadrezaranjbari7762
    @mohammadrezaranjbari7762 PĹ™ed 7 mÄ›sĂ­ci

    thank u

  • @mohammadrezaranjbari7762
    @mohammadrezaranjbari7762 PĹ™ed 7 mÄ›sĂ­ci

    thank u Mikhail. it's so useful🙏🙏🙏🙏🙏

  • @mohammadrezaranjbari7762
    @mohammadrezaranjbari7762 PĹ™ed 7 mÄ›sĂ­ci

    thanks a lot

  • @mohammadrezaranjbari7762
    @mohammadrezaranjbari7762 PĹ™ed 7 mÄ›sĂ­ci

    so nice

  • @shaonlimishra1610
    @shaonlimishra1610 PĹ™ed 7 mÄ›sĂ­ci

    How to run this model for India?