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MAMuhanad Abulhusnmuhanadabulhusn.hashnode.devJun 15 · 8 min read

A Hectare Has to Earn Its Way Into the Report

When the report assembles its headline number, the first thing it does is count twice. Sixty-three flood damage records, and sixty-three of them validated. Forty-eight crop-fire records, forty-eight v

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AAArthur Ashedrone-mapping-insights.hashnode.devJun 9 · 4 min read

NDVI vs NDRE: Understanding Two Important Multispectral Indices for Terrain Analysis

Multispectral imaging has become one of the most valuable technologies in modern drone mapping. While many professionals associate multispectral sensors with agriculture, their applications extend wel

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SPSamarth Parekhhyperspectral.hashnode.devMay 12 · 6 min read

Beyond RGB: Why Hyperspectral Imaging is the Next Frontier in AI

Beyond RGB: What is Hyperspectral Imaging and Why It’s the Future of AI Our human vision is limited, we see this world in broad, through overlapping buckets of red, green and blue. Our eyes and the ca

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EÖEce Özen İldemcodebeyondtheearth.hashnode.devMar 10 · 5 min read

Greetings from Uppsala: CLIMES Impacts Conference - Day 2 Through a Computer Scientist’s Lens

Good evening from Uppsala! Day 2 was full of ideas and new perspectives. During the lunch break, I gave myself a little present and visited the Museum of Evolution, where I saw dinosaur fossils. It wa

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MBMarcus Briggsmarcusbriggs.hashnode.devFeb 10 · 5 min read

Satellite Monitoring of Mining Impact

Satellites orbiting hundreds of kilometres above the earth's surface can detect changes on the ground with a precision that would have seemed impossible a generation ago. For the gold mining industry, this capability has become an indispensable tool ...

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PSPon Sudhir Sajan Sivasankarancstechnologyblog.hashnode.devDec 12, 2025 · 8 min read

Beyond Sharper Images: How LLM-Guided Super-Resolution Transforms Geo-Spatial Analysis

The development of generic image enhancement to intelligent, task-sensitive processing of satellite imagery is a major change in the methodology of geo-spatial analysis. Satellite images with high resolution form a core of data in modern urban planni...

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SSSkyFi Supportskyfiplatformapi.hashnode.devOct 21, 2025 · 1 min read

𝗪𝗵𝗲𝗻 𝗠𝗶𝗻𝘂𝘁𝗲𝘀 𝗠𝗮𝘁𝘁𝗲𝗿: 𝗛𝗼𝘄 𝗦𝗮𝘁𝗲𝗹𝗹𝗶𝘁𝗲 𝗜𝗺𝗮𝗴𝗲𝗿𝘆 𝗔𝗶𝗱𝗲𝗱 𝗠𝗼𝘂𝗻𝘁 𝗘𝘃𝗲𝗿𝗲𝘀𝘁 𝗦𝗲𝗮𝗿𝗰𝗵 𝗘𝗳𝗳𝗼𝗿𝘁𝘀

In May 2023, multiple climbers went missing on Mount Everest during one of the most dangerous weather windows in recent history. Inaccessible terrain and fast-changing conditions made search and rescue efforts extremely difficult. Ground crews and he...

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SSSkyFi Supportskyfiplatformapi.hashnode.devOct 15, 2025 · 1 min read

𝗧𝗿𝗮𝗰𝗸 𝗣𝗼𝗿𝘁 𝗖𝗼𝗻𝗴𝗲𝘀𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗖𝗮𝗿𝗴𝗼 𝗙𝗹𝗼𝘄 𝘄𝗶𝘁𝗵 𝗦𝗮𝘁𝗲𝗹𝗹𝗶𝘁𝗲 𝗜𝗺𝗮𝗴𝗲𝗿𝘆

Global supply chains depend on smooth port operations, but delays, congestion, and bottlenecks can disrupt everything. With SkyFi, you can access frequently updated satellite imagery of major ports to:- Monitor vessel buildup- Analyze container yard ...

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SSSkyFi Supportskyfiplatformapi.hashnode.devOct 10, 2025 · 1 min read

𝗦𝗺𝗮𝗿𝘁𝗲𝗿 𝗥𝗲𝗮𝗹 𝗘𝘀𝘁𝗮𝘁𝗲 𝗦𝗶𝘁𝗲 𝗦𝗲𝗹𝗲𝗰𝘁𝗶𝗼𝗻 𝗦𝘁𝗮𝗿𝘁𝘀 𝘄𝗶𝘁𝗵 𝗣𝗿𝗼𝘅𝗶𝗺𝗶𝘁𝘆 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀

How close is too close to a flood zone, a power substation, or an industrial site? With SkyFi, you can use satellite imagery and spatial data to evaluate site surroundings before you invest or build. Proximity analysis helps you understand how nearby...

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SSSkyFi Supportskyfiplatformapi.hashnode.devOct 9, 2025 · 1 min read

𝗛𝗼𝘄 𝗦𝗮𝘁𝗲𝗹𝗹𝗶𝘁𝗲 𝗜𝗺𝗮𝗴𝗲𝗿𝘆 𝗛𝗲𝗹𝗽𝘀 𝗖𝗼𝗮𝘀𝘁𝗮𝗹 𝗣𝗼𝗿𝘁𝘀 𝗔𝗱𝗮𝗽𝘁 𝘁𝗼 𝗥𝗶𝘀𝗶𝗻𝗴 𝗦𝗲𝗮𝘀

Sea level rise is already disrupting operations at some of the world’s busiest ports. Higher tides, more frequent flooding, and shoreline erosion are turning into regular challenges rather than rare events. Satellite imagery helps port authorities an...

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#remote-sensing

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Trending tags this week

A Hectare Has to Earn Its Way Into the Report

NDVI vs NDRE: Understanding Two Important Multispectral Indices for Terrain Analysis

Beyond RGB: Why Hyperspectral Imaging is the Next Frontier in AI

Greetings from Uppsala: CLIMES Impacts Conference - Day 2 Through a Computer Scientist’s Lens

Satellite Monitoring of Mining Impact

Beyond Sharper Images: How LLM-Guided Super-Resolution Transforms Geo-Spatial Analysis

𝗪𝗵𝗲𝗻 𝗠𝗶𝗻𝘂𝘁𝗲𝘀 𝗠𝗮𝘁𝘁𝗲𝗿: 𝗛𝗼𝘄 𝗦𝗮𝘁𝗲𝗹𝗹𝗶𝘁𝗲 𝗜𝗺𝗮𝗴𝗲𝗿𝘆 𝗔𝗶𝗱𝗲𝗱 𝗠𝗼𝘂𝗻𝘁 𝗘𝘃𝗲𝗿𝗲𝘀𝘁 𝗦𝗲𝗮𝗿𝗰𝗵 𝗘𝗳𝗳𝗼𝗿𝘁𝘀

𝗧𝗿𝗮𝗰𝗸 𝗣𝗼𝗿𝘁 𝗖𝗼𝗻𝗴𝗲𝘀𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗖𝗮𝗿𝗴𝗼 𝗙𝗹𝗼𝘄 𝘄𝗶𝘁𝗵 𝗦𝗮𝘁𝗲𝗹𝗹𝗶𝘁𝗲 𝗜𝗺𝗮𝗴𝗲𝗿𝘆

𝗦𝗺𝗮𝗿𝘁𝗲𝗿 𝗥𝗲𝗮𝗹 𝗘𝘀𝘁𝗮𝘁𝗲 𝗦𝗶𝘁𝗲 𝗦𝗲𝗹𝗲𝗰𝘁𝗶𝗼𝗻 𝗦𝘁𝗮𝗿𝘁𝘀 𝘄𝗶𝘁𝗵 𝗣𝗿𝗼𝘅𝗶𝗺𝗶𝘁𝘆 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀

𝗛𝗼𝘄 𝗦𝗮𝘁𝗲𝗹𝗹𝗶𝘁𝗲 𝗜𝗺𝗮𝗴𝗲𝗿𝘆 𝗛𝗲𝗹𝗽𝘀 𝗖𝗼𝗮𝘀𝘁𝗮𝗹 𝗣𝗼𝗿𝘁𝘀 𝗔𝗱𝗮𝗽𝘁 𝘁𝗼 𝗥𝗶𝘀𝗶𝗻𝗴 𝗦𝗲𝗮𝘀