Time Series Analysis of SOLRIS Dataset

Shukurah Dhupe Alabi
Shukurah Dhupe Alabi

February 04, 2024

Time Series Analysis of SOLRIS Dataset

Excited to share the results of my recent analysis using the Southern Ontario Land Resource Information System (SOLRIS) Version 3.0: Data Specifications dataset, which tracks land cover changes from 2000 to 2015. 🛰️📊
SOLRIS Spatial Data Summary:
🗺️ Data Type: Raster - Each pixel represents a specific land cover class, providing a detailed and nuanced view of landscape transformations.
🌐 Spatial Resolution: High-resolution imagery enables precise detection of changes, ensuring accurate and meaningful analysis.
Analysis Overview:
📹 Time Series Video: I made a time series to show the dynamic transformation of landscapes over the years, depicting the change causes influencing wetlands, woodlands, and undifferentiated areas. 🌳🌊
🗺️ Map Layout: I dive deeper into the details with a map layout showcasing the various change types observed in the study area. From non-vegetation transitions to wetland losses, every shift is a piece of the larger environmental puzzle. 🧩🗺️
Objectives Achieved:
1. I identified significant land cover transformations using SOLRIS classes.
2. I explored change causes, including anthropogenic, natural, and weather-related factors.
3. I visualized the intensity of changes over different time periods.
Future Analysis Possibilities:
🔍 Change Detection: Exploring advanced techniques for more accurate change detection, considering factors like image resolution and spectral analysis.
📈 Quantifying Impact: Assessing the environmental impact of identified changes, connecting land cover shifts to broader ecological consequences.
🌱 Predictive Modeling: Utilize machine learning algorithms to predict future land cover changes and their potential implications.
I am excited about the possibilities that lie ahead for deeper environmental insights! 🚀Join me to continue exploring and understanding our planet's dynamic ecosystems. 🌐✨

Learn more about the SOLRIS data information here: https://lnkd.in/gRc9J4C3
hashtag#LandCoverAnalysishashtag#SOLRISDatasethashtag#GIShashtag#DataVisualizationhashtag#ChangeDetection


Plug-ins used

stime series analysisTime Slider

tags

change detection Spatial Analysistime series

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