You will get a Python Script that analyzes satellite imagery in GEE
You will get a Python Script that analyzes satellite imagery in GEE
Project details
1. Gather Project Requirements and Define Area of Study:
• Identify project requirements and specify the study area.
• Understand the research questions to be addressed.
• Identify relevant datasets and potential analysis methods.
2. Create Outline of Analysis and Training Classes:
• Generate training classes in the form of shapefiles or geojson for machine learning.
• Provide an outline of upcoming analysis steps along with the delivered training classes.
3. Develop Python Script for Timeseries Analysis:
• Create a Python script for automated timeseries analysis.
• Iterate through satellite images within the analysis time period.
• Clean images from atmospheric noise and classify land cover using a simple machine learning algorithm.
4. Deliver First Draft of Analysis:
• Present analysis results, including a confusion matrix demonstrating method performance.
• Seek client feedback on the draft and assess if achieved accuracy aligns with project goals.
5. Incorporate Edits and Conduct Further Analysis:
• Integrate client edits into the project.
• Perform additional analyses using different machine learning algorithms.
• Identify project requirements and specify the study area.
• Understand the research questions to be addressed.
• Identify relevant datasets and potential analysis methods.
2. Create Outline of Analysis and Training Classes:
• Generate training classes in the form of shapefiles or geojson for machine learning.
• Provide an outline of upcoming analysis steps along with the delivered training classes.
3. Develop Python Script for Timeseries Analysis:
• Create a Python script for automated timeseries analysis.
• Iterate through satellite images within the analysis time period.
• Clean images from atmospheric noise and classify land cover using a simple machine learning algorithm.
4. Deliver First Draft of Analysis:
• Present analysis results, including a confusion matrix demonstrating method performance.
• Seek client feedback on the draft and assess if achieved accuracy aligns with project goals.
5. Incorporate Edits and Conduct Further Analysis:
• Integrate client edits into the project.
• Perform additional analyses using different machine learning algorithms.
Programming Languages
Python, JavaScriptOperating System
WindowsDesktop App Expertise
Application Setup & Installation, Performance Optimization, Application Review & OptimizationApplication
Microsoft ExcelWhat's included
| Service Tiers |
Starter
$199
|
Standard
$399
|
Advanced
$699
|
|---|---|---|---|
| Delivery Time | 6 days | 12 days | 18 days |
Number of Revisions | Unlimited | Unlimited | Unlimited |
Source Code | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$100 - $400About Bashir
Geospatial Analyst
Handwara, India - 8:59 am local time
2. Dedicated and hardworking GIS analyst with 9 years of experience working with Geospatial/GIS data, ArcGIS software and Remote Sensing, data extraction, and creation. Highly knowledgeable of remote sensing data (Satellite Imagery, Cooperate with a variety of people to achieve results.
General Skills
Project Management:
• Planning and Execution, Team Leadership, Resource Management, Strategic Decision-Making
Geographic Information Systems (GIS):
• Spatial Analysis, Cartography, Geodatabase Management, Map Production
Quality Assurance (QA):
• Process Improvement, Quality Control, Auditing, Compliance Monitoring
Remote Sensing:
• Image Analysis, Satellite Data Interpretation, Feature Extraction, Change Detection
QGIS:
• Spatial Data Visualization, Customization and Scripting, Plugin Development, Attribute Data Management
ArcGIS:
• ArcMap and ArcGIS Pro, Geoprocessing, Spatial Data Editing, Model Builder
ENVI (Environment for Visualizing Images):
• Hyperspectral Image Analysis, Spectral Signature Interpretation, Multispectral Image Processing, Remote Sensing Data Workflows
Google Earth Engine (GEE):
• Cloud-Based Geospatial Analysis, Time-Series Analysis, Scripting with JavaScript and Python, Integration with Remote Sensing Data
Excel Data Analysis:
• Pivot Tables, Data Visualization, Statistical Analysis, Spreadsheet Modeling
Data Management:
• Database Design and Implementation, Data Cleaning and Validation, Data Warehousing, Data Governance
Six Sigma Green Belt:
• Process Improvement, DMAIC Methodology (Define, Measure, Analyze, Improve, Control), Statistical Analysis, Root Cause Analysis
Steps for completing your project
After purchasing the project, send requirements so Bashir can start the project.
Delivery time starts when Bashir receives requirements from you.
Bashir works on your project following the steps below.
Revisions may occur after the delivery date.
purchasethe project, send requirements so Bash can start the project.
The description of the Area of study including the rough coordinates of the study area The analysis timeframe and description of the analysis problem