![Mikhail Smilovic](/img/default-banner.jpg)
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Mikhail Smilovic
Registrace 1. 08. 2009
Scientist at @IIASALive on sabbatical at @ethzurich
Water resources and hydrological modelling đź’§
Water resources and hydrological modelling đź’§
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 🌦️
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 🌦️
zhlĂ©dnutĂ: 142
Video
Setting up CWatM for the Bhima at 10 km resolution (C1)
zhlĂ©dnutĂ 255PĹ™ed 5 mÄ›sĂci
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)
zhlĂ©dnutĂ 92PĹ™ed 5 mÄ›sĂci
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)
zhlĂ©dnutĂ 91PĹ™ed 5 mÄ›sĂci
Understanding evapotranspiration, and how it is calculated inside the hydrological model CWatM, the Community Water Model
Including crops in CWatM (B4)
zhlĂ©dnutĂ 83PĹ™ed 5 mÄ›sĂci
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...
Setting up the hydrological model CWatM at 5 arcmin (B1)
zhlĂ©dnutĂ 155PĹ™ed 5 mÄ›sĂci
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
zhlĂ©dnutĂ 193PĹ™ed 9 mÄ›sĂci
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
zhlĂ©dnutĂ 116PĹ™ed 9 mÄ›sĂci
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
zhlĂ©dnutĂ 145PĹ™ed 9 mÄ›sĂci
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)
zhlĂ©dnutĂ 483PĹ™ed 10 mÄ›sĂci
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
zhlĂ©dnutĂ 4KPĹ™ed 10 mÄ›sĂci
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)
zhlĂ©dnutĂ 798PĹ™ed 11 mÄ›sĂci
Calibrating the hydrological model CWatM, part 1 (A10)
Downloading river discharge data for a single station from the GRDC (A9)
zhlĂ©dnutĂ 1KPĹ™ed 11 mÄ›sĂci
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)
zhlédnutà 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)
zhlédnutà 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
zhlédnutà 1,2KPřed rokem
GRACE satellites for Danube basin water storage changes, with Earth Engine
Coding and pull requests with the hydrological model CWatM (A5)
zhlédnutà 298Před rokem
Coding and pull requests with the hydrological model CWatM (A5)
Water circles with the hydrological model CWatM (A4)
zhlédnutà 531Před rokem
Water circles with the hydrological model CWatM (A4)
Creating CWatM initialisation files (A3)
zhlédnutà 523Před rokem
Creating CWatM initialisation files (A3)
How to rasterize and align shapefiles (ArcMap)
zhlédnutà 395Před rokem
How to rasterize and align shapefiles (ArcMap)
Start CWatM hydrological modelling the Danube basin (A2)
zhlédnutà 1,3KPřed rokem
Start CWatM hydrological modelling the Danube basin (A2)
Crop suitability using the model GAEZ: Example of Sorghum in Niger
zhlédnutà 601Před rokem
Crop suitability using the model GAEZ: Example of Sorghum in Niger
Setting up the hydrological model CWatM with GitHub (A1)
zhlédnutà 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
zhlédnutà 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
zhlédnutà 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
zhlédnutà 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)
zhlédnutà 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
zhlédnutà 207Před rokem
How to install GitHub desktop, CWatM, and troubleshoot multiple Python versions
How to install Python, GDAL, virtualenvwrapper & other packages on Windows
zhlédnutà 1,4KPřed rokem
How to install Python, GDAL, virtualenvwrapper & other packages on Windows
Hi sir can you help me that who to apply the same procedure in rivers by preparing own river shp file
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?
How to get tws not changes
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 🙂
Thanks for everything I want to learn how to download carbon dioxide change data..
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. :)
Great catch! Yes, we definitely want ETMaps to point to ETRef_daily* đź’™
How to calculate tws from grace and grace fo data rrom 2011 to june 2024?
is IWE_THICKNESS and TWS are same? if not then how to calculate it from GRACE?
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.
Change here is meant as the difference relative to 2004-2010
How to download the grace water change data in grid point wise
How to extract TWS in the specific location, not for the whole area but in the specific longitude and latitude
Yes same ?
How to work with ee.Image($$$) for example organic carbon soil , and ... Please share a vedio 🙏
Very goodđź’™
Bonjour Monsieur, Puis je avoir votre email? je travail sur les images GRACE et j ai bessoin de votre appuis. Merci
genio
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
Guten Tag Rebekah, for standard CWatM, the most up-to-date numpy works. Could it relate to flopy?
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.
Thank you so much sir
Very helpful sir. Please make a video on how to differentiate GWSA from TWSA grace data
Great video. how can you download GRACE-FO data? help needed
amazing. I learn alot from your videos.
Great and very informative. Thank you very much for the videos.
hey mikhail, how to export the region of interest in tiff format?
Please uplosd more gee lectures sir❤
Welldone
Please go ahead to study area completely.
please include making a shapefile for individual country, the interface of arc gis is not user friendly for it
Country shape files are available at this link 🌍 drive.google.com/drive/folders/1EjiziKzmELlls2AvQXZ5MkNmwOnimW3-?usp=sharing
How do you change the date range for the MODIS 500km product?
Thanks Mikhail !!
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?
Gracias cracks !!!
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?
thanks, sir it was very helpful. do we have any other options to calculate it for 2022?
part 2???
Please Mikhail make a script with CHIRPS not TRMM
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.
thank you.
thank you, Professor. I learn a lot of things
Thank you, Professor.
thanks a lot✌✌✌✌
Thank you Dear Teacher🙏🙏🙏🙏🙏🙏
Thanks, Dr Smilovic.
Thank u.
Thank u. it's so useful and valuable.
thank u Dr.
thank u Dr. it is so valuable.
thank u
thank u Mikhail. it's so useful🙏🙏🙏🙏🙏
thanks a lot
so nice
How to run this model for India?