Time Series Analysis of SOLRIS Dataset

Shukurah Dhupe Alabi
Shukurah Dhupe Alabiโ€ข

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. ๐Ÿ›ฐ๏ธ๐Ÿ“Š
SOLRIS Spatial Data Summary:
๐Ÿ—บ๏ธ Data Type: Raster - Each pixel represents a specific land cover class, providing a detailed and nuanced view of landscape transformations.
๐ŸŒ Spatial Resolution: High-resolution imagery enables precise detection of changes, ensuring accurate and meaningful analysis.
Analysis Overview:
๐Ÿ“น 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. ๐ŸŒณ๐ŸŒŠ
๐Ÿ—บ๏ธ 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. ๐Ÿงฉ๐Ÿ—บ๏ธ
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:
๐Ÿ” Change Detection: Exploring advanced techniques for more accurate change detection, considering factors like image resolution and spectral analysis.
๐Ÿ“ˆ Quantifying Impact: Assessing the environmental impact of identified changes, connecting land cover shifts to broader ecological consequences.
๐ŸŒฑ 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! ๐Ÿš€Join me to continue exploring and understanding our planet's dynamic ecosystems. ๐ŸŒโœจ

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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