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Spatial Thoughts
India
เข้าร่วมเมื่อ 2 ม.ค. 2020
Spatial Thoughts's mission is to enable everyone to learn and master modern geospatial technologies. This channel contains full length courses, tutorials, tips, interviews and lectures to help learners everywhere. All our videos are ad-free so you can learn without distractions.
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.
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: 2 850
วีดีโอ
Module 1: Earth Engine Basics - End-to-End GEE
มุมมอง 2.1Kหลายเดือนก่อน
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 1Kหลายเดือนก่อน
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 955หลายเดือนก่อน
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 433หลายเดือนก่อน
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 461หลายเดือนก่อน
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 281หลายเดือนก่อน
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 215หลายเดือนก่อน
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 695หลายเดือนก่อน
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 233หลายเดือนก่อน
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 302หลายเดือนก่อน
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 400หลายเดือนก่อน
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 313หลายเดือนก่อน
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 4972 หลายเดือนก่อน
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 4822 หลายเดือนก่อน
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 3822 หลายเดือนก่อน
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 2672 หลายเดือนก่อน
Downloading and Visualizing OSM Data with LeafMap - Mapping and Data Visualization with Python
Leafmap Basics - Mapping and Data Visualization with Python
มุมมอง 5242 หลายเดือนก่อน
Leafmap Basics - Mapping and Data Visualization with Python
Multi-layer Interactive Maps - Mapping and Data Visualization with Python
มุมมอง 4182 หลายเดือนก่อน
Multi-layer Interactive Maps - Mapping and Data Visualization with Python
Interactive Maps with Folium - Mapping and Data Visualization with Python
มุมมอง 7192 หลายเดือนก่อน
Interactive Maps with Folium - Mapping and Data Visualization with Python
Assignment (Creating a Colorized River Basin Map) - Mapping and Data Visualization with Python
มุมมอง 4342 หลายเดือนก่อน
Assignment (Creating a Colorized River Basin Map) - Mapping and Data Visualization with Python
Visualizing Rasters - Mapping and Data Visualization with Python
มุมมอง 3772 หลายเดือนก่อน
Visualizing Rasters - Mapping and Data Visualization with Python
Creating a Globe Visualization - Mapping and Data Visualization with Python
มุมมอง 3202 หลายเดือนก่อน
Creating a Globe Visualization - Mapping and Data Visualization with Python
Mapping Gridded Datasets - Mapping and Data Visualization with Python
มุมมอง 3462 หลายเดือนก่อน
Mapping Gridded Datasets - Mapping and Data Visualization with Python
Visualizing Monthly Median Composites with XArray - Mapping and Data Visualization with Python
มุมมอง 3362 หลายเดือนก่อน
Visualizing Monthly Median Composites with XArray - Mapping and Data Visualization with Python
XArray Basics - Mapping and Data Visualization with Python
มุมมอง 5232 หลายเดือนก่อน
XArray Basics - Mapping and Data Visualization with Python
Introduction to XArray - Mapping and Data Visualization with Python
มุมมอง 5552 หลายเดือนก่อน
Introduction to XArray - Mapping and Data Visualization with Python
Using Basemaps - Mapping and Data Visualization with Python
มุมมอง 7532 หลายเดือนก่อน
Using Basemaps - Mapping and Data Visualization with Python
Creating Maps - Mapping and Data Visualization with Python
มุมมอง 1.1K2 หลายเดือนก่อน
Creating Maps - Mapping and Data Visualization with Python
Using Matplotlib Themes - Mapping and Data Visualization with Python
มุมมอง 6742 หลายเดือนก่อน
Using Matplotlib Themes - Mapping and Data Visualization with Python
With the Raster Tracer plugin, I draw the contour line using a broken line and save it to the layer. Afterwards, it automatically writes the value of another curve I drew, but this is an echo value. I wrote this problem to the developer who coded the plugin, but I did not receive a response. How can I solve this problem?
fiona has no attribute path
I have tried downloading the course material, but the link in the description isn't working or loading. If anyone can assist, I'm even willing to share my email so they can send it to me directly.
The link is working. Try opening an Incognito window in your browser and try it. Here's the direct link to the material github.com/spatialthoughts/courses/releases/download/data/introduction_to_qgis.zip
@@SpatialThoughts thanks
Sir, Thank you for the skill you are delivering. This is a good course for the bigganer. Just One request please show us how to download the data from the platform like github. For example the GEM active fault data. This will help full for many beginners like me.
Go to a Github repository and click Code --> Download Zip. For the GEM data, try it at github.com/cossatot/gem-global-active-faults
You are really great
huge applaud to you sir! the nuances and concepts I understood with one and two videos alone had surpassed numerous doubts of mine regarding working with earth engine !
I tried doing the same thing as you did: creating a branch name, and expected to see a variable created automatically as shown in the video. However, the variable was not created. Would you know why it may be?
Make sure to press “Enter” after entering the branch name. I have seen many times the name doesn’t get saved unless you press enter.
@@SpatialThoughts Thanks for your quick response. I tried hitting ENTER, as well as writing down different branch names, closing and opening a new conditional branch dialogue box, and restarting QGIS. But none worked unfortunately.
Sir I pursuing Bsc Geography final year student. I will learn using for QGIS, arcgis software. So give best laptop for applicable this software and some specification to your suggestion.
For QGIS - A medium range laptop with Core i5 processor and 4-8 GB RAM should be sufficient. I don't use ESRI software so sont know about it.
Hi, i get the following error running the notebook: AttributeError Traceback (most recent call last) <ipython-input-4-d25f2d87cdb0> in <cell line: 1>() ----> 1 parking_gdf = leafmap.osm_gdf_from_place( 2 'Bangalore', 3 tags={'amenity': ['parking', 'parking_space', 'parking_entrance']} 4 ) AttributeError: module 'leafmap.foliumap' has no attribute 'osm_gdf_from_place'. I checked an the packages are installed.
More commands to add to the list of useful functions - Thanks!
What courses do you recommend after finishing this course?
spatialthoughts.com/learning-paths/
Best channel
I am having issues trying to clip landsat9 classification to my area of interest in GEE. Can anyone share insights on how to solve this issue?
For generic support queries like these- post them on the GEE Developer Forum with a link to your code. There are many developers who would be able to help developers.google.com/earth-engine/help
@SpatialThoughts thanks.
Thank you so much
I'm a Surveyor with background in drones. I wanted to start delving into QGIS and this is the best course I've found. Not the classic teacher that wants to sell you all the courses, and with a focus on the community side of QGIS. I'll continue your Learning Path. Congratulations and keep up the good work!
Thank you for the course.I am interested in radar images from satellites. I am using Sentinel-1 SAR. The issue is that in my region (Lat -27, Long -48), there are no images after 2022. I would like to know if there is any reason for this?
You.mist be using some wrong filter. See our reference script for Sentinel-1. Try either ASCENDING and DESCENDING mode and see which one gives you images courses.spatialthoughts.com/end-to-end-gee-supplement.html#using-sar-data
@@SpatialThoughts thank you again. But the problem persists. In the years 2020 and 2021, there are several images. However, from 2022 until today, there is only one scene in my region. Sorry to bodher
Share your code using “Get Link” button
@@SpatialThoughts Due to an issue on TH-cam, I'm unable to respond to your question. The response with the link is removed by TH-cam.
The video is really helpful. I tried your code on the Planet image and got this error. Can you explain why?. "Coastline (Vector): Tile error: Error in map(ID=+1064316+78307): GeometryConstructors.MultiLineString: Inputs must be Number, List, or Geometry. Found type 'List<List<Float>>'."
This is due to conversion of multipolygons to linestrings. Try this updated version of the script that deals with multipolygons correctly. Let me know if this fixed the issue code.earthengine.google.co.in/bbc1b18cd0b1f11ad7613b9a22bfa7df
@@SpatialThoughts Thank you Sir.
@@SpatialThoughts The code worked well for Sentinel and Landsat images in small and large areas, but for Planet images it was inaccurate for large areas.
The key is to find a good ways to separate water and land. Planet data is noisier and has lesser bands. So you need to experiment and figure out the best water detection algorithms that works for your region.
@@SpatialThoughts Thank you very much.
Great teacher, thank you!
when I want to create a time series with the calculated MNDWI, it's missing the “system:time_start”, how can I integrate it into the MNDWI calculated?
Watch this video to learn how to map() a function and set the system:time_start property th-cam.com/video/GwKDcKyD4O0/w-d-xo.html
Watch this video to learn how to map() a function and set the system:time_start property th-cam.com/video/GwKDcKyD4O0/w-d-xo.html
please sir what's the threshold should be applied to NDVI to see surface water in this case
See this video th-cam.com/video/W0NebGjuWEc/w-d-xo.html
👍
Please did you create a database for the data?
The source of the data is mentioned in the video description.
Thank you very much 👏👏
i mean the .csv file link is not workin
Works fine for me. github.com/spatialthoughts/python-dataviz-web/releases/download/osm/highway_lengths_by_district.csv
please help me how to fix this error QGIS background task for loading assets was terminated. in STAC API browser
thanks for your hard work maan
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.
Yes. I love xkcd too!
is it possible to export images for different years separately?
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
This course is amazing. Well structured and easy to understand. Thank you
Thank you so much for the tutorial, great information and presentation. Thank you for your generosity.
tell us how to find these data MODIS/006/MOD09Q1 in GEE
It is now available as version 6.1 at developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09Q1
Amazing!
My GEE plugin always error. It can't execute my project in GEE cloud.
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
# 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
Thank you for everything❤
please could you sent your email wan to contact you have some question
❤
❤
thank you for making quality material.
Top please active translation
Done.
If you were master , you would better to creat pie chart for your land cover for export
This is part of the course material courses.spatialthoughts.com/end-to-end-gee-supplement.html#calculating-area-by-class
thank you sir❤
Very informative.. Thank u sir
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.
Give me code VCI ,TCI,VHI
Great content sir. Simple to understand and very crisp videos. Have subscribed to your channel
Thank you for sharing this
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?
Recommended for Flood Mapping ✅. Covers almost all of the issues in flood mapping.
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?
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