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$
USD
I will do land use land cover classification and change detection
Bairavy Aru
About this gig
Land use/land cover mapping and change detection done the way it should be, with training samples, an accuracy assessment and a short methods write-up, not just a coloured raster.
What I do:
- Supervised classification or unsupervised
- Multi-date change detection with a change matrix what became what, in hectares and percent
- Pre-processing: cloud masking, mosaicking, clipping to your area
Accuracy assessment: confusion matrix with overall accuracy, producers/users accuracy, kappa
Imagery I work with: SAR (Sentinel - 1), Sentinel-2, Landsat. I source it free from Copernicus and USGS, so you pay for analysis, not data. I can also work with imagery you supply.
What you get:
- Classified map(s) as GeoTIFF + a laid-out map in PNG/PDF
- Class area statistics in Excel
- Change matrix (for multi-date jobs)
- Accuracy assessment table
Software: ArcGIS Pro, QGIS, SNAP
Tell me your study area and dates and I will say honestly whether the imagery supports it.
Get to know Bairavy Aru
Bairavy Aru
Satellite Mapping and Spatial Analysis, MSc in the field of Remote Sensing
- FromGermany
- Member sinceMar 2024
- Avg. response time1 hour
Languages
English, Tamil, Sinhala
I am currently pursuing an MSc in the field of GIS and Remote Sensing and am based in Germany. I turn satellite and spatial data into maps and analysis you can defend in a report, a paper or a client meeting.
What I do: land use / land cover classification and change detection (Sentinel-1, Sentinel-2, Landsat), NDVI and other index mapping, georeferencing and digitisation, DEM and terrain analysis, and publication-quality cartography.
Tools: ArcGIS Pro, QGIS, SNAP.
I work in CET and reply the same working day.
FAQ
Do I need to provide the satellite imagery or data?
No. Sentinel, Landsat and Copernicus DEM data are free and open, and I source them for you. If you already have imagery or a dataset, I will happily work with yours instead.
What software do you use, and can I open the files?
QGIS, ArcGIS Pro, and SNAP. Deliverables come as standard formats — GeoTIFF, shapefile, GeoPackage, GeoJSON, PNG, PDF, Excel — which open in any GIS. Editable project files are included in the Premium package.
How accurate will the classification be?
That depends on the imagery, the number of classes and how separable they are. I always deliver a confusion matrix and overall accuracy so you can see the real number rather than take my word for it. If the imagery will not support what you need, I will tell you before you order.
