Spatial Thoughts
Spatial Thoughts
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Introduction and Course Overview - End-to-End GEE
This video is part of our End-to-End Google Earth Engine course. Access the full course material at courses.spatialthoughts.com/end-to-end-gee.html
View the presentation at docs.google.com/presentation/d/1q8HRDTqgQEp3Hmi8IG0T7djPLTC1wRig3jXrwFTmoVE/edit?usp=sharing
Video Content:
00:00 Introductions
02:11 Introduction to Google Earth Engine
10:28 Course Overview
13:00 Javascript vs. Python
Note: Certification and Support are only available for participants in our paid instructor-led classes.
มุมมอง: 1 641

วีดีโอ

Module 1: Earth Engine Basics - End-to-End GEE
มุมมอง 70219 ชั่วโมงที่ผ่านมา
This video is part of our End-to-End Google Earth Engine course. Access the full course material at courses.spatialthoughts.com/end-to-end-gee.html See the Module 1 content at courses.spatialthoughts.com/end-to-end-gee.html#module-1-earth-engine-basics Video Contents: 00:00 Hello World 21:06 ImageCollections 31:40 Filtering ImageCollections 48:27 Mosaics and Composites 1:05:02 FeatureCollection...
Module 2: Earth Engine Intermediate - End-to-End GEE
มุมมอง 31419 ชั่วโมงที่ผ่านมา
This video is part of our End-to-End Google Earth Engine course. Access the full course material at courses.spatialthoughts.com/end-to-end-gee.html View the Presentation on Map/Reduce Programming Concepts at docs.google.com/presentation/d/10qOyxhubkwnsAVjniW54ETgwUHq3DXYKo3HGb6Gemi0/edit?usp=sharing See the Module 2 content at courses.spatialthoughts.com/end-to-end-gee.html#module-2-earth-engin...
Module 3: Machine Learning and Supervised Classification - End-to-End GEE
มุมมอง 34219 ชั่วโมงที่ผ่านมา
This video is part of our End-to-End Google Earth Engine course. Access the full course material at courses.spatialthoughts.com/end-to-end-gee.html View the Presentation at docs.google.com/presentation/d/19L1b5vsxb38xS8GlHNKOjvPZ0IGqDhv93681btMEL5w/edit?usp=sharing See the Module 3 content at courses.spatialthoughts.com/end-to-end-gee.html#module-3-supervised-classification Video Contents: 00:0...
Module 4: Change Detection - End-to-End GEE
มุมมอง 16119 ชั่วโมงที่ผ่านมา
This video is part of our End-to-End Google Earth Engine course. Access the full course material at courses.spatialthoughts.com/end-to-end-gee.html View the Presentation at docs.google.com/presentation/d/1vdFTWJ61yDuVfbfhpnumQ8zuMPGwGcHpHsBTRgo_o5I/edit?usp=sharing See the Module 4 content at courses.spatialthoughts.com/end-to-end-gee.html#module-4-change-detection Video Contents: 00:00:00 Intr...
Module 5: Earth Engine Apps - End-to-End GEE
มุมมอง 25719 ชั่วโมงที่ผ่านมา
This video is part of our End-to-End Google Earth Engine course. Access the full course material at courses.spatialthoughts.com/end-to-end-gee.html View the Presentation at docs.google.com/presentation/d/1u4Q91OqT9_OS4m1OWMm3uRUgu_oseqDUxHV-8mpzGz4/edit?usp=sharing See the Module 5 content at courses.spatialthoughts.com/end-to-end-gee.html#module-5-earth-engine-apps Video Contents: 00:00:00 Int...
Module 6: Google Earth Engine Python API - End-to-End GEE
มุมมอง 15419 ชั่วโมงที่ผ่านมา
This video is part of our End-to-End Google Earth Engine course. Access the full course material at courses.spatialthoughts.com/end-to-end-gee.html View the Presentation at docs.google.com/presentation/d/1hPVRnxp2Vp1VHXBtu36SH_UtEOjPz70KcDV-zGIin3U/edit?usp=sharing See the Module 6 content at courses.spatialthoughts.com/end-to-end-gee.html#module-6-google-earth-engine-python-api Video Contents:...
Guided Projects and Learning Resources - End-to-End GEE
มุมมอง 12619 ชั่วโมงที่ผ่านมา
This video is part of our End-to-End Google Earth Engine course. Access the full course material at courses.spatialthoughts.com/end-to-end-gee.html See the guided projects at courses.spatialthoughts.com/end-to-end-gee.html#guided-projects Note: Certification and Support are only available for participants in our paid instructor-led classes.
Locating A New Bicycle Parking Station using Multicriteria Overlay Analysis - Advanced QGIS
มุมมอง 468วันที่ผ่านมา
This video is part of our Advanced QGIS course. Access the full course material at courses.spatialthoughts.com/advanced-qgis.html Download the GeoPackage containing the dataset and model at drive.google.com/uc?export=download&id=1uRvug3DV9eEffbSvRNE82e2JjnY0i9tG Learn about Multicriteria Overlay Analysis in our step-by-step tutorial at www.qgistutorials.com/en/docs/3/multi_criteria_overlay.html...
Creating Animations with ImageMagick - Advanced QGIS
มุมมอง 179วันที่ผ่านมา
This video is part of our Advanced QGIS course. Access the full course material at courses.spatialthoughts.com/advanced-qgis.html Access the content covered in the video at courses.spatialthoughts.com/advanced-qgis.html#animation-using-imagemagick Note: Certification and Support are only available for participants in our paid instructor-led classes.
Publishing Apps with Streamlit Cloud - Mapping and Data Visualization with Python
มุมมอง 25221 วันที่ผ่านมา
This video is part of our Mapping and Data Visualization with Python course. Access the full course material at courses.spatialthoughts.com/python-dataviz.html Access the course material for publishing apps: courses.spatialthoughts.com/python-dataviz.html#publishing-apps-with-streamlit-cloud Note: Certification and Support are only available for participants in our paid instructor-led classes.
Building Mapping Apps with Leafmap and Streamlit - Mapping and Data Visualization with Python
มุมมอง 31221 วันที่ผ่านมา
This video is part of our Mapping and Data Visualization with Python course. Access the full course material at courses.spatialthoughts.com/python-dataviz.html View the App Demo: mapping-dashboard.streamlit.app/ Access the course material for creating the app: courses.spatialthoughts.com/python-dataviz.html#create-a-mapping-dashboard Note: Certification and Support are only available for partic...
Building a Simple Geocoder App with Streamlit - Mapping and Data Visualization with Python
มุมมอง 25221 วันที่ผ่านมา
This video is part of our Mapping and Data Visualization with Python course. Access the full course material at courses.spatialthoughts.com/python-dataviz.html View the Demo App: simplegeocoder.streamlit.app/ Access the course material for creating the app: courses.spatialthoughts.com/python-dataviz.html#create-a-simple-geocoder-app Note: Certification and Support are only available for partici...
Building a Simple Dashboard App with Streamlit - Mapping and Data Visualization with Python
มุมมอง 40928 วันที่ผ่านมา
This video is part of our Mapping and Data Visualization with Python course. Access the full course material at courses.spatialthoughts.com/python-dataviz.html See the demo app: simpledashboard.streamlit.app/ Access the course material for the app: courses.spatialthoughts.com/python-dataviz.html#streamlit-basics Note: Certification and Support are only available for participants in our paid ins...
Streamlit Basics - Mapping and Data Visualization with Python
มุมมอง 40228 วันที่ผ่านมา
This video is part of our Mapping and Data Visualization with Python course. Access the full course material at courses.spatialthoughts.com/python-dataviz.html Access the Presentation shown in the video at docs.google.com/presentation/d/1aHJPScvjx4ioGkBUSBm2od8FoxKwARdgBJiJ2TSfySs/edit?usp=sharing Note: Certification and Support are only available for participants in our paid instructor-led cla...
Visualizing Large Vector Datasets with Lonboard - Mapping and Data Visualization with Python
มุมมอง 336หลายเดือนก่อน
Visualizing Large Vector Datasets with Lonboard - Mapping and Data Visualization with Python
Downloading and Visualizing OSM Data with LeafMap - Mapping and Data Visualization with Python
มุมมอง 241หลายเดือนก่อน
Downloading and Visualizing OSM Data with LeafMap - Mapping and Data Visualization with Python
Leafmap Basics - Mapping and Data Visualization with Python
มุมมอง 450หลายเดือนก่อน
Leafmap Basics - Mapping and Data Visualization with Python
Multi-layer Interactive Maps - Mapping and Data Visualization with Python
มุมมอง 333หลายเดือนก่อน
Multi-layer Interactive Maps - Mapping and Data Visualization with Python
Interactive Maps with Folium - Mapping and Data Visualization with Python
มุมมอง 555หลายเดือนก่อน
Interactive Maps with Folium - Mapping and Data Visualization with Python
Assignment (Creating a Colorized River Basin Map) - Mapping and Data Visualization with Python
มุมมอง 401หลายเดือนก่อน
Assignment (Creating a Colorized River Basin Map) - Mapping and Data Visualization with Python
Visualizing Rasters - Mapping and Data Visualization with Python
มุมมอง 339หลายเดือนก่อน
Visualizing Rasters - Mapping and Data Visualization with Python
Creating a Globe Visualization - Mapping and Data Visualization with Python
มุมมอง 290หลายเดือนก่อน
Creating a Globe Visualization - Mapping and Data Visualization with Python
Mapping Gridded Datasets - Mapping and Data Visualization with Python
มุมมอง 304หลายเดือนก่อน
Mapping Gridded Datasets - Mapping and Data Visualization with Python
Visualizing Monthly Median Composites with XArray - Mapping and Data Visualization with Python
มุมมอง 306หลายเดือนก่อน
Visualizing Monthly Median Composites with XArray - Mapping and Data Visualization with Python
XArray Basics - Mapping and Data Visualization with Python
มุมมอง 457หลายเดือนก่อน
XArray Basics - Mapping and Data Visualization with Python
Introduction to XArray - Mapping and Data Visualization with Python
มุมมอง 501หลายเดือนก่อน
Introduction to XArray - Mapping and Data Visualization with Python
Using Basemaps - Mapping and Data Visualization with Python
มุมมอง 664หลายเดือนก่อน
Using Basemaps - Mapping and Data Visualization with Python
Creating Maps - Mapping and Data Visualization with Python
มุมมอง 944หลายเดือนก่อน
Creating Maps - Mapping and Data Visualization with Python
Using Matplotlib Themes - Mapping and Data Visualization with Python
มุมมอง 623หลายเดือนก่อน
Using Matplotlib Themes - Mapping and Data Visualization with Python

ความคิดเห็น

  • @justinbeck4197
    @justinbeck4197 59 นาทีที่ผ่านมา

    The map projections comic s pretty funny if you get a chance. Turns out I am guilty of Winkel-Tripel..maybe because as a kid my parents used to get National Geographic.

    • @SpatialThoughts
      @SpatialThoughts 40 นาทีที่ผ่านมา

      Yes. I love xkcd too!

  • @janenoziphotshuma4742
    @janenoziphotshuma4742 6 ชั่วโมงที่ผ่านมา

    is it possible to export images for different years separately?

    • @SpatialThoughts
      @SpatialThoughts 5 ชั่วโมงที่ผ่านมา

      Yes. You can export eaxh image in the image collection. See reference script at courses.spatialthoughts.com/end-to-end-gee-supplement.html#exporting-imagecollections

  • @nzz-x9s
    @nzz-x9s วันที่ผ่านมา

    This course is amazing. Well structured and easy to understand. Thank you

  • @ysu2460
    @ysu2460 วันที่ผ่านมา

    Thank you so much for the tutorial, great information and presentation. Thank you for your generosity.

  • @MuntadaAhlussunna
    @MuntadaAhlussunna 2 วันที่ผ่านมา

    tell us how to find these data MODIS/006/MOD09Q1 in GEE

    • @SpatialThoughts
      @SpatialThoughts 2 วันที่ผ่านมา

      It is now available as version 6.1 at developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09Q1

  • @brightonmanzi5174
    @brightonmanzi5174 3 วันที่ผ่านมา

    Amazing!

  • @aswarrustam5888
    @aswarrustam5888 4 วันที่ผ่านมา

    My GEE plugin always error. It can't execute my project in GEE cloud.

    • @SpatialThoughts
      @SpatialThoughts 4 วันที่ผ่านมา

      This is a common problem due to problem with authentication. Follow these steps - Make sure you have connected your GEE account to a cloud project. If not, follow our instructions courses.spatialthoughts.com/gee-sign-up.html - Setup the GEE Python API and complete authentication. courses.spatialthoughts.com/install-gee-python-api.html Once you complete this, the plugin with work fine. If you still get error, try with a new profile th-cam.com/video/i6L84WMVka4/w-d-xo.html

  • @arungandhi3479
    @arungandhi3479 4 วันที่ผ่านมา

    # Define the bounding box for San Francisco lat_min, lat_max = 37.71, 37.82 lon_min, lon_max = -122.53, -122.36 fig,ax = plt.subplots(figsize = (8,8)) tracts.plot(ax = ax, edgecolor = 'black', facecolor = 'none', linewidth = 0.5) # Optionally, set the axis limits to focus on the San Francisco area ax.set_xlim(lon_min, lon_max) ax.set_ylim(lat_min, lat_max) this is the code for this exercise

  • @mahmouddelbary1319
    @mahmouddelbary1319 5 วันที่ผ่านมา

    Thank you for everything❤

  • @tayssirization
    @tayssirization 6 วันที่ผ่านมา

    please could you sent your email wan to contact you have some question

  • @anticanevas5509
    @anticanevas5509 6 วันที่ผ่านมา

  • @space-time-somdeep
    @space-time-somdeep 6 วันที่ผ่านมา

  • @rutikj-o5e
    @rutikj-o5e 6 วันที่ผ่านมา

    thank you for making quality material.

  • @gobajoseph5064
    @gobajoseph5064 7 วันที่ผ่านมา

    Top please active translation

  • @Ramilacookware
    @Ramilacookware 7 วันที่ผ่านมา

    If you were master , you would better to creat pie chart for your land cover for export

    • @SpatialThoughts
      @SpatialThoughts 7 วันที่ผ่านมา

      This is part of the course material courses.spatialthoughts.com/end-to-end-gee-supplement.html#calculating-area-by-class

  • @seyedmahmouddelbary9081
    @seyedmahmouddelbary9081 8 วันที่ผ่านมา

    thank you sir❤

  • @somdeepkundu2506
    @somdeepkundu2506 9 วันที่ผ่านมา

    Very informative.. Thank u sir

  • @Nothingimportant1
    @Nothingimportant1 9 วันที่ผ่านมา

    I really found it comprehensive for basic of RS! I had an entire semester course and got more from this one hour course than my course. Thank you for your time and sharing with us.

  • @mohammedsalih3272
    @mohammedsalih3272 10 วันที่ผ่านมา

    Give me code VCI ,TCI,VHI

  • @VishnuprasadRajan
    @VishnuprasadRajan 10 วันที่ผ่านมา

    Great content sir. Simple to understand and very crisp videos. Have subscribed to your channel

  • @1rayaneoliveira
    @1rayaneoliveira 11 วันที่ผ่านมา

    Thank you for sharing this

  • @rampratap2605
    @rampratap2605 12 วันที่ผ่านมา

    Adding scale to the map is a problem. When one zooms in on a region, the scale can be displayed but for the world as a whole the scale does not show (error). How do we fix this problem?

  • @thakurlamichhane
    @thakurlamichhane 12 วันที่ผ่านมา

    Recommended for Flood Mapping ✅. Covers almost all of the issues in flood mapping.

  • @ganeshamale5099
    @ganeshamale5099 14 วันที่ผ่านมา

    When I use the clean command to remove topology errors, the errors like gaps are resolved, but some features are also removed. I want the errors (gaps) to be filled, and all polygons to be retained. What should I do to achieve this?

    • @SpatialThoughts
      @SpatialThoughts 13 วันที่ผ่านมา

      Do those features have empty geometries? That maybe the cause of the removal. -allow-empty will prevent their removal. See github.com/mbloch/mapshaper/wiki/Command-Reference#-clean

  • @LT-yz4we
    @LT-yz4we 14 วันที่ผ่านมา

    What is the input type for QML Style input?

    • @SpatialThoughts
      @SpatialThoughts 13 วันที่ผ่านมา

      It is a 'File/Folder' input.

  • @Ramilacookware
    @Ramilacookware 14 วันที่ผ่านมา

    Do you know difference between Index formula and regression formula for calculating pollution? ❤😂

  • @rouge_CiCada
    @rouge_CiCada 15 วันที่ผ่านมา

    I faced an issue recently when I downloaded the vector population data and added it to qgis over my study area shape file they were also mismatched. Is it possible to solve this issue ?

    • @SpatialThoughts
      @SpatialThoughts 13 วันที่ผ่านมา

      The 'mismatch' you refer to could be due to bad georeferencing, datasets digitized at different scales, or data from different time periods. Conflating different datasets like this is a hard problem and there are no automated solutions.

    • @rouge_CiCada
      @rouge_CiCada 13 วันที่ผ่านมา

      @SpatialThoughts I used sample data from a reputed site and country shape files from GitHub and realised this issue.

  • @kasilib
    @kasilib 21 วันที่ผ่านมา

    so helpful

  • @sarfrazhasan2137
    @sarfrazhasan2137 21 วันที่ผ่านมา

    Dear Ujaval, again I would like to sincerely appreciate the effort put in by the both of you in each of these topics and exercises. It is pretty well explained and never did I find any bottleneck in solving the exercises. Loads of thanks!

    • @SpatialThoughts
      @SpatialThoughts 21 วันที่ผ่านมา

      Thank you so much for your positive feedback!

  • @Coolthoom
    @Coolthoom 22 วันที่ผ่านมา

    In the tutorial, you identified the layers in the file with Qgis. Is there a way to identify all the layers in a gpkg file using python? Thank you.

    • @SpatialThoughts
      @SpatialThoughts 22 วันที่ผ่านมา

      import fiona layers = fiona.listlayers(path) print(layers)

    • @Coolthoom
      @Coolthoom 22 วันที่ผ่านมา

      @@SpatialThoughts Thank you very much.

  • @mapletech_22
    @mapletech_22 22 วันที่ผ่านมา

    Thank you

  • @مرضیهقشمشمی-د6ز
    @مرضیهقشمشمی-د6ز 23 วันที่ผ่านมา

    Hello. I want in join to group of GEE Do you know group??

    • @SpatialThoughts
      @SpatialThoughts 23 วันที่ผ่านมา

      groups.google.com/forum/#!forum/google-earth-engine-developers

  • @alefiyasj
    @alefiyasj 24 วันที่ผ่านมา

    Thank you. This learning is very helpful and informative. Awesome!

  • @haseebhabeebulla2200
    @haseebhabeebulla2200 25 วันที่ผ่านมา

    How to remove deploy, github and 3 dots while deploying streamlit app

    • @SpatialThoughts
      @SpatialThoughts 24 วันที่ผ่านมา

      When you are signed in to your account, you will see additional menus for app management. Check the app in incognito tab. Certain links like github are there in all apps hosted on streamlit cloud.

  • @shalomteresa-r6e
    @shalomteresa-r6e 26 วันที่ผ่านมา

    Can anyone post the code for this exercise please? I don't know what I'm doing wrong but my output is different than what should be.

    • @SpatialThoughts
      @SpatialThoughts 26 วันที่ผ่านมา

      All the solutions are availablein thus repository for you to compare your answer and learn github.com/spatialthoughts/courses/tree/master/code/python_dataviz/solutions

    • @melaroot
      @melaroot 23 วันที่ผ่านมา

      i am also stuck and hoping someone can share their solution

    • @SpatialThoughts
      @SpatialThoughts 23 วันที่ผ่านมา

      See the solution at the end of this notebook colab.research.google.com/github/spatialthoughts/courses/blob/master/code/python_dataviz/solutions/04_using_basemaps.ipynb

    • @arungandhi3479
      @arungandhi3479 4 วันที่ผ่านมา

      classification_kwds = {"bins": [0, 0.25, 0.5, 0.75, 1.0]} # Plot with color based on 'Obscur' column using 'User_Defined' classification penumbra_reprojected.plot( ax=ax, column='Obscur', # This uses the values in 'Obscur' for coloring cmap='Grays', # A colormap for the colors edgecolor='black', # Black edge color legend=False, # Show legend for classification classification_kwds=classification_kwds, # Apply classification with custom bins alpha=0.1 # Transparency level (optional) )

  • @sarfrazhasan2137
    @sarfrazhasan2137 26 วันที่ผ่านมา

    There are minor mistakes in the video like at 17:29 when it says f.setProgress(progress); that is not possible. By looking at the documentation it gets clarified. It is feedback.setProgress(progress). Similarly, at 15:38 save_options were also not defined. Since the document is super descriptive everything is pretty explained.

    • @SpatialThoughts
      @SpatialThoughts 25 วันที่ผ่านมา

      Thanks for reporting. You are correct. I was coding from memory and there are some bugs. As you mention - the course material has the correct and working code so please use that instead.

  • @Coolthoom
    @Coolthoom 28 วันที่ผ่านมา

    Thank you so much for these videos and resources, they have been most helpful. The topics are also very well taught, detailed, and relevant.

  • @Coolthoom
    @Coolthoom 28 วันที่ผ่านมา

    Thank you so much for these videos and resources, they have been most helpful. The topics are also very well taught, detailed, and relevant.

  • @EverythingGIS
    @EverythingGIS 29 วันที่ผ่านมา

    Thank you for making this public!

  • @Adeel2023
    @Adeel2023 29 วันที่ผ่านมา

    thank you sir! your toturials are very helpfull.

  • @kidsandtheirtoys2095
    @kidsandtheirtoys2095 29 วันที่ผ่านมา

    Can we shape area and length into lat long. Plz help

    • @SpatialThoughts
      @SpatialThoughts 29 วันที่ผ่านมา

      Your question is not clear. For general questions not pertaining to the topic of the video - it is best to ask them on gis.stackexchange.com/

  • @sangeethasasikumar4
    @sangeethasasikumar4 หลายเดือนก่อน

    Hi, thanks for sharing this! Is it possible to filter down for a state with the same dataset?

    • @SpatialThoughts
      @SpatialThoughts หลายเดือนก่อน

      No. This is a country level dataset. For states, get the Admin1 dataset from Natural Earth, GADM or GeoBoundaries.

  • @tejeshwvardhan1165
    @tejeshwvardhan1165 หลายเดือนก่อน

    if i want to make dashboard in webpage and make online GIS for display then will this work?

    • @SpatialThoughts
      @SpatialThoughts หลายเดือนก่อน

      Since it is supported by leafmap, I think you can use it on a streamlit app. You can can try it once you learn about streamlit on the next few videos.

  • @kennedymathenge6716
    @kennedymathenge6716 หลายเดือนก่อน

    My solution: aggregate( layer:=@layer, aggregate:='count', expression:="fid", filter:=touches($geometry, geometry(@parent)) )

  • @w.w.8951
    @w.w.8951 หลายเดือนก่อน

    print(latitude[:2]) print(latitude [4:6]) print(latitude [-8:-1])

    • @w.w.8951
      @w.w.8951 หลายเดือนก่อน

      or easier: print(latitude[:2] + ' ' + latitude[4:6] + ' ' + latitude[-8:-1])

  • @mojtaba67moravej
    @mojtaba67moravej หลายเดือนก่อน

    this was a cool assignment, i used pypalettes and ended up with some cool graphics.

    • @SpatialThoughts
      @SpatialThoughts หลายเดือนก่อน

      Cool 👍. Pypalettes is quite nice.

  • @kaleemashraf8324
    @kaleemashraf8324 หลายเดือนก่อน

    Really very helpful. Thank you very much.

  • @Adeel2023
    @Adeel2023 หลายเดือนก่อน

    thank you for your toturial all videos are very helpfull.

  • @mojtaba67moravej
    @mojtaba67moravej หลายเดือนก่อน

    Hi great course, can you provide answers to exercises? it would help a lot to check our answers as I cannot seem to reproduce some details in the given maps/figures

    • @SpatialThoughts
      @SpatialThoughts หลายเดือนก่อน

      You can see the model solutions to exercises at github.com/spatialthoughts/courses/tree/master/code/python_dataviz/solutions

  • @Ramilacookware
    @Ramilacookware หลายเดือนก่อน

    Horaaaaaa 🎉 google colab