GEE 13: How to Prepare LULC mapping using different Machine learning Algorithms: SVM, CART and RF скачать в хорошем качестве

GEE 13: How to Prepare LULC mapping using different Machine learning Algorithms: SVM, CART and RF

Any Help Contact Mr.Vikas [email protected] WhatsApp Number: +918421031398 WhatsApp Chat:https://wa.me/+918421031398 Geotech GIS Training Institute is a prestigious remote sensing training institute in India. Our vision is to bring an opportunity to every aspirant who dreams of a successful remote sensing and GIS career. We conduct the following courses: Training Program Related to Project Work- Duration- 1 Month Basics of Remote Sensing and GIS - Duration- 3 Months Advance Diploma in Remote Sensing and GIS - Duration- 6 Months PG Diploma in Remote Sensing and GIS- Duration- 1 Year Master of Remote Sensing and GIS - Duration: 2 Years LULC GEE Code: Available for Channel membership only Land Use Land Cover (LULC) Classification Algorithms are essential for analyzing satellite imagery and categorizing land types. Common machine learning algorithms used for LULC mapping include: Support Vector Machine (SVM): A supervised learning algorithm that finds the optimal boundary between classes, making it great for high-dimensional data. Classification and Regression Trees (CART): A decision tree-based method that splits data into homogenous groups based on feature values, offering simplicity and interpretability. Random Forest (RF): An ensemble method that builds multiple decision trees and merges them to improve accuracy and reduce overfitting. Each of these algorithms has unique strengths for classifying land types like water, vegetation, urban areas, and more. You May Like Download weather data from NASA Power (precipitation, Temp, relative humidity) and Prepare a Map:    • Download weather data from NASA Power (pre...   Download Latest Sentinel-2 Satellite Imagery via Copernicus Data Space Ecosystem:    • Download Latest Sentinel-2 Satellite Image...   How to Download Resourcesat2 LISS 4 satellite data from Bhoonidhi:    • How to Download Resourcesat2 LISS 4 satell...   How to Delineate Watershed using DEM data in ArcGIS Pro:    • How to Delineate Watershed using DEM data ...   What is Projection ArcGIS Lesson-1 Arcgis for beginners, Introduction of GIS, Georeferencing and Projection:    • ArcGIS Lesson-1 Arcgis for beginners,Intro...   Population Density Data: https://www.census2011.co.in/census/s... Diva GIS Shapefile: https://www.diva-gis.org/gdata RS & GIS QA15- Download ready-to-use contour lines from Open DEM & Generate DEM from Contour:    • RS & GIS QA15- Download ready-to-use conto...   Land Use Land Cover Mapping in QGIS:    • Land Use Land Cove (LULC) Mapping using QG...   How to Download Landsat 9 Data set from USGS Earth Explorer:    • How to Download Landsat 9 Data set from US...   Download Rainfall data:    • Download rainfall data from CHRS Data Portal   Google earth Playlist:    • Google Earth Hands On   ArcGIS:    • ARC GIS   QGIS:    • QGIS Lesson