Exploratory AGBD Modeler 1 01
5:23
Prepare Training Data in QGIS#2
5:16
Modeling Flood Susceptibility
9:10
2 жыл бұрын
Modeling AGBD GEDI L4B EarthEngine2
13:38
Creating a spectral plot in GEE
6:52
Creating Training Areas in QGIS
17:09
Flood frequency in Southern Africa
4:17
Examining Sentinel-1 Polarization
5:42
Пікірлер
@vasilica-danuthorodnic9667
@vasilica-danuthorodnic9667 4 күн бұрын
Could you adapt the script if we upload our own shapefile containing data about population?
@couragekamusoko5689
@couragekamusoko5689 4 күн бұрын
Yes, you can adapt the script. However, you need to change the population layer to a raster format.
@vasilica-danuthorodnic9667
@vasilica-danuthorodnic9667 2 күн бұрын
@@couragekamusoko5689 How to create a population raster dataset?
@adeniyiadeyemi-c7j
@adeniyiadeyemi-c7j 9 күн бұрын
Hi Prof..... am unable to download your code from the link you provided.....even after login...can you provide another link
@couragekamusoko5689
@couragekamusoko5689 9 күн бұрын
I have corrected the link. Please check it. Best regards
@adeniyiadeyemi-c7j
@adeniyiadeyemi-c7j 10 күн бұрын
Hi Prof ...great video.....can one apply this explainable ML to ML models created with Caret or pycaret ??? if so how
@couragekamusoko5689
@couragekamusoko5689 9 күн бұрын
Yes, both caret and PyCaret libraries support explainable machine learning techniques.
@adeniyiadeyemi-c7j
@adeniyiadeyemi-c7j 9 күн бұрын
@@couragekamusoko5689 Great thanks ....
@jonathankouassi3026
@jonathankouassi3026 12 күн бұрын
Well done. Good place to learn. Thanks Courage
@kamyarlotfi-k7k
@kamyarlotfi-k7k 13 күн бұрын
Thank you sir
@rosemaryubaekwe7643
@rosemaryubaekwe7643 14 күн бұрын
What are the input dataset apart from the Landsat
@couragekamusoko5689
@couragekamusoko5689 14 күн бұрын
LandScan for population data
@painosgweme4494
@painosgweme4494 15 күн бұрын
great. thank you Dr.
@layazeinali9475
@layazeinali9475 18 күн бұрын
That's so useful. Thank you very much.
@AbuZafor-yy5qh
@AbuZafor-yy5qh 19 күн бұрын
you did not prepare the testing and training image and mask And its better to show the procedure of prepare the mask from the image.Thanks
@geologistdinesh
@geologistdinesh 19 күн бұрын
Dear sir, I am Dinesh from Sri Lanka, I am interested to learn and practicing this script belongs to Sroi Lanka. I got a problem this related to Sri Lanka , North Central Province, No layers display. Please help to get better picture.
@couragekamusoko5689
@couragekamusoko5689 19 күн бұрын
Please send me your script link.
@jonathankouassi3026
@jonathankouassi3026 21 күн бұрын
nice tutorial, Thanks Courage
@couragekamusoko5689
@couragekamusoko5689 21 күн бұрын
You are welcome
@Ramilacookware
@Ramilacookware 23 күн бұрын
😂 i got a lot of error , ❤❤❤❤
@couragekamusoko5689
@couragekamusoko5689 23 күн бұрын
Please send me your code link. I will look into your error.
@layazeinali9475
@layazeinali9475 23 күн бұрын
that was great
@yukoshimizu1063
@yukoshimizu1063 26 күн бұрын
The code is the description below. Please confirm if you can access the code.
@omidbagheri2009
@omidbagheri2009 26 күн бұрын
yes
@omidbagheri2009
@omidbagheri2009 26 күн бұрын
Hello, Honorable. I will be grateful if you share the code.
@tarirozealmutimusakwa2740
@tarirozealmutimusakwa2740 Ай бұрын
Which study region were you focusing on ?
@couragekamusoko5689
@couragekamusoko5689 29 күн бұрын
I used a free dataset from Kaggle. However, the study area is not defined.
@gobajoseph5064
@gobajoseph5064 Ай бұрын
Super
@ChattichaiWAISURASINGHA
@ChattichaiWAISURASINGHA Ай бұрын
Wow Appreciate with the most precious course.
@layazeinali9475
@layazeinali9475 Ай бұрын
it is so useful and professional video, I want to perform this method for my study area, is it CHM?
@couragekamusoko5689
@couragekamusoko5689 Ай бұрын
Yes, it is CHM
@layazeinali9475
@layazeinali9475 Ай бұрын
hi, thank you so much for useful video, this is CHM or FCH?
@couragekamusoko5689
@couragekamusoko5689 Ай бұрын
This is CHM (canopy height model).
@hourigholamrezaie
@hourigholamrezaie Ай бұрын
many thanks for this video. I have a question. What is the different between extracting HEGHT from GEDI in the Googleearth engine and nasa hub from aspect accuracy?
@couragekamusoko5689
@couragekamusoko5689 Ай бұрын
I do not know. I have not yet tried the GEDI canopy height at the NASA hub.
@mikiyas893
@mikiyas893 2 ай бұрын
Wow, that was such a wonderful lecture. How can I access the GEE codes?
@couragekamusoko5689
@couragekamusoko5689 Ай бұрын
aigeolabs.com/courses/course-4/
@omidbagheri2009
@omidbagheri2009 2 ай бұрын
hello Is it possible please share the code
@tesfahunendalew
@tesfahunendalew 2 ай бұрын
Thank you! Could you please provide and video related to the Flood Susceptibility mapping using Machine or Deep Learning methods?
@khamkhonginthavong74
@khamkhonginthavong74 2 ай бұрын
This sounds like an incredibly useful and powerful application for researchers and conservationists👍
@michaelofori9278
@michaelofori9278 2 ай бұрын
One of the best instructors I have ever met in the geospatial space
@lotfichelda8692
@lotfichelda8692 2 ай бұрын
Could you show us how to use Partial dependance plots PDPs in GEE. many thanks
@jonathananoma4992
@jonathananoma4992 2 ай бұрын
Cool ; I appreciated
@IAKhan-km4ph
@IAKhan-km4ph 2 ай бұрын
Very Nice
@laxmithapa1180
@laxmithapa1180 3 ай бұрын
can you provide the link of the javascript
@couragekamusoko5689
@couragekamusoko5689 3 ай бұрын
Here is the link (code.earthengine.google.com/e7363e3fb08cbf6097978f456e49d5f6). Note that all links and tutorials are found at aigeolabs.com/
@ishangoyal1257
@ishangoyal1257 3 ай бұрын
i am not able to access the link for the script. is there any possibility of providing the script?
@couragekamusoko5689
@couragekamusoko5689 3 ай бұрын
Hi. The scripts are available for free for members.
@virdhan8096
@virdhan8096 4 ай бұрын
I have subscribed your channel and liiked this video. Very helpful
@arifoukombate6619
@arifoukombate6619 5 ай бұрын
Thanks a lot for this usefull video ! I'll like to know how to map forest AGB or AGBD using Forest Canopy Height map ?
@couragekamusoko5689
@couragekamusoko5689 5 ай бұрын
I do not know how to model AGBD using only forest canopy height.
@arifoukombate6619
@arifoukombate6619 4 ай бұрын
@@couragekamusoko5689 Thank you very much for your answer. I wanted to use tree canopy height and Sentinel 2 variables (bands, vegetation indices) and SRTM (slope, altitude, aspect) to model the AGB. But I'll try something on my own first and then eventually come back to you for help. Thanks !
@ZoeLu-h6h
@ZoeLu-h6h 5 ай бұрын
Nice tutorial! I have one question. The projection of training and validation is 4326. Whether it should be reprojected to 32735, same as the other data.
@couragekamusoko5689
@couragekamusoko5689 5 ай бұрын
Yes, it should be reprojected to 32735.
@ry_zakari
@ry_zakari 7 ай бұрын
Good videos for beginners. But you never shared your code
@stevenmutale4665
@stevenmutale4665 7 ай бұрын
Non of the links are working
@trocas100
@trocas100 8 ай бұрын
how can I download the image zip folder with all the other files, not just the .tiff file that it makes available in the drive? I need the other vv, vh, iw tapes etc... Right now I just have the .tiff image with the 44 bands. Thanks
@AnnaAmmu-v7h
@AnnaAmmu-v7h 9 ай бұрын
Hello Courage, It is a wonderful video and a great work. While working on the code, when i select a different area and try to project it, am receiving the error "Projection error: Image.divide: If one image has no bands, the otger must also have no bands. Got 0 and 1." I changed the date range and area, however, the issue persist. Could you kindly help? Thanks in advance.
@virdhan8096
@virdhan8096 4 ай бұрын
Hi, i face the same problem. Any solution to this problem?
@danielkovacs3369
@danielkovacs3369 9 ай бұрын
Very useful channel. Thank you for sharing!
@michalinaciso6573
@michalinaciso6573 10 ай бұрын
Can i ask why are you using GEDI level 4b product and not level 4a and what is the difference?
@couragekamusoko5689
@couragekamusoko5689 10 ай бұрын
The main difference between GEDI L4a and L4b AGBD datasets is that L4a provides footprint-level predictions, while L4b offers gridded estimates of AGBD with greater accuracy. I will also prepare a tutorial with Level 4a in the near future.
@ezrachesor
@ezrachesor 10 ай бұрын
this is great work absolutely amazing
@zerihunchere1036
@zerihunchere1036 Жыл бұрын
Thank you for this helpful video.
@ace260386
@ace260386 Жыл бұрын
Hey Courage! what a great tutorial! this is incredibly useful.
@sukantaroy2849
@sukantaroy2849 Жыл бұрын
Are these datasets pre-processed like Thermal Noise/Border Noise removed?
@GeospatialData-u5y
@GeospatialData-u5y Жыл бұрын
Great work, thank you. I've got this type of error after changing the starting and ending dates. "NPP: Layer error: reduce.mean: Error in map(ID=2022_01_01): Image.multiply: If one image has no bands, the other must also have no bands. Got 1 and 0". Could you please help me to solve this issue.
@couragekamusoko5689
@couragekamusoko5689 Жыл бұрын
Please share your Earth Engine code link so that I can check it.
@GISHome
@GISHome Жыл бұрын
thanks for sharing good work
@manizhehra.8452
@manizhehra.8452 Жыл бұрын
I can not find your previous video on loading GEDI level 2A in earth engine that you mentioned in this video.
@cesaraugustoarevalorivenso3551
@cesaraugustoarevalorivenso3551 Жыл бұрын
Excellent work presented. My question is whether these same results can be extrapolated to forage crops for animals. I would like to estimate the biomass of that forage crop. Thank you very much. I'm from Formosa, Argentina
@ElkinArango-v6r
@ElkinArango-v6r Жыл бұрын
Greetings, when running the code I have this error, please guide me how to solve it. Thank you "Line 223: Can't transform (-892096.5,-483859.0)"
@couragekamusoko5689
@couragekamusoko5689 Жыл бұрын
Please email your code
@space-time-somdeep
@space-time-somdeep Жыл бұрын
Thank u professor