topic Re: How to detect particular plant in ArcGIS Image Analyst Questions

How to detect particular plant

DevakalaiselvanS — Thu, 14 Nov 2024 08:01:40 GMT

The fields are sown with different kinds of plants. I want to identify a specific plant.is it feasible.Lead me, experts.

Re: How to detect particular plant

ShaneONeill_144 — Thu, 14 Nov 2024 11:46:19 GMT

Hi @DevakalaiselvanS could you provide a bit more information regarding this, i.e. your workflow, your datasets, etc?

Re: How to detect particular plant

DevakalaiselvanS — Fri, 22 Nov 2024 10:42:23 GMT

In my location, I wish to identify specific vegetation. Is there a chance that a certain plant inside the overall vegetation.Inquire about the features of the satellite image. @ShaneONeill_144

Re: How to detect particular plant

DevakalaiselvanS — Fri, 22 Nov 2024 10:44:08 GMT

Which kind of satellite image is best for identifying vegetation? @ShaneONeill_144

Re: How to detect particular plant

PavanYadav — Fri, 06 Dec 2024 22:24:31 GMT

@DevakalaiselvanS

To identify specific vegetation, consider high-resolution natural color or multispectral imagery. Multispectral imagery, with data across multiple wavelengths, can better distinguish plant species.

Key factors:

Spatial Resolution: Imagery must be detailed enough to see the target plants. If you can visually identify the plants in your images, those images can be used to train a machine learning model.
Spectral Resolution: The number of wavelengths captured influences accuracy.

I understand you need plant detection but in case you're looking for a crop classification ready to use model, consider this: https://doc.arcgis.com/en/pretrained-models/latest/imagery/introduction-to-prithvi-crop-classification.htm

This is an example of time series multispectral crop classification - https://medium.com/geoai/crop-classification-via-satellite-image-time-series-and-psetae-deep-learning-model-c685bfb52ce