Land Use/Land Cover(LULC) Classification with Semi-Supervised Learning
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GDI
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July 23, 2024
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Blog
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INTRODUCTION Land Use Land Cover (LULC) classification is a vital process in remote sensing and geographic information systems. It categorizes Earth’s surface based on physical cover (e.g., forests, water, buildings) and human usage (e.g., agriculture, urban development, conservation). For instance, an area may have a land cover of ‘grass’ with a land use of ‘park’ or ‘golf course’. This classification, …
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Exploring India’s Wind Patterns using data
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GDI
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July 23, 2024
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India’s energy sector is significantly propelled by its robust indigenous wind power industry, which has demonstrated consistent and notable growth over time. Wind energy accounts for approximately 35% of the total renewable energy1 in the country. As of 2020, India ranked 4th in wind power and 5th in solar power globally2. Looking ahead, India has set an ambitious goal to …
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Urban Sprawl along the Indian coastlines using Data
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GDI
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July 23, 2024
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Blog
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Urban sprawl around India’s coastline is a growing concern as the nation continues to urbanize rapidly. With an extensive coastline stretching approximately 7,500 kilometers1, encompassing the Bay of Bengal, the Indian Ocean, and the Arabian Sea, India’s coastal regions are home to numerous major cities and towns. This urban expansion is driven by economic opportunities, trade, and population growth, leading …
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