--- title: "#remote-sensing articles | Hashnode" description: "Explore 84 articles tagged #remote-sensing on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/remote-sensing" --- Tag # #remote-sensing 84 posts · 31 followers [Get Zero](https://hashnode.com/@getzeroworld) · [Oct 27](https://hashnode.com/posts/building-a-plantation-tracking-system-in-india-with-sentinel-2-sentinel-1-and-google-earth-engine/6ae0167db9edb22e5287a173) ### [Building a Plantation Tracking System in India with Sentinel-2, Sentinel-1 and Google Earth Engine](https://getzero.hashnode.dev/building-a-plantation-tracking-system-in-india-with-sentinel-2-sentinel-1-and-google-earth-engine?utm_source=hashnode&utm_medium=feed) How Get Zero turns free satellite data into weekly tree survival checks for plantations across India 4 min read · [getzero.hashnode.dev](https://getzero.hashnode.dev/building-a-plantation-tracking-system-in-india-with-sentinel-2-sentinel-1-and-google-earth-engine?utm_source=hashnode&utm_medium=feed) [Muhanad Abulhusn](https://hashnode.com/@muhanadabulhusn) · [Jun 15](https://hashnode.com/posts/a-hectare-has-to-earn-its-way-into-the-report/6a2f6e56d6db595dd6ce9e5c) ### [A Hectare Has to Earn Its Way Into the Report](https://muhanadabulhusn.hashnode.dev/a-hectare-has-to-earn-its-way-into-the-report?utm_source=hashnode&utm_medium=feed) I measured Syria's 2026 flood and crop-fire damage from satellites. The interesting engineering was not the sensors; it was a validation gate that no passing test, and no agent, is allowed to open. 8 min read · [muhanadabulhusn.hashnode.dev](https://muhanadabulhusn.hashnode.dev/a-hectare-has-to-earn-its-way-into-the-report?utm_source=hashnode&utm_medium=feed) [Arthur Ashe](https://hashnode.com/@artherashe) · [Jun 9](https://hashnode.com/posts/ndvi-vs-ndre-multispectral-indices-terrain-analysis/6a28125c8aff54ec2dc8d1fc) ### [NDVI vs NDRE: Understanding Two Important Multispectral Indices for Terrain Analysis](https://drone-mapping-insights.hashnode.dev/ndvi-vs-ndre-multispectral-indices-terrain-analysis?utm_source=hashnode&utm_medium=feed) Learn NDVI vs NDRE differences in multispectral drone mapping, terrain analysis, and how both indices improve site intelligence decisions. 4 min read · [drone-mapping-insights.hashnode.dev](https://drone-mapping-insights.hashnode.dev/ndvi-vs-ndre-multispectral-indices-terrain-analysis?utm_source=hashnode&utm_medium=feed) [Samarth Parekh](https://hashnode.com/@samarthparekh) · [May 12](https://hashnode.com/posts/beyond-rgb-why-hyperspectral-imaging-is-the-next-frontier-in-ai/6a035bd8937b84f779a91932) ### [Beyond RGB: Why Hyperspectral Imaging is the Next Frontier in AI](https://hyperspectral.hashnode.dev/beyond-rgb-why-hyperspectral-imaging-is-the-next-frontier-in-ai?utm_source=hashnode&utm_medium=feed) 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 6 min read · [hyperspectral.hashnode.dev](https://hyperspectral.hashnode.dev/beyond-rgb-why-hyperspectral-imaging-is-the-next-frontier-in-ai?utm_source=hashnode&utm_medium=feed) [Ece Özen İldem](https://hashnode.com/@ecezen) · [Mar 10](https://hashnode.com/posts/greetings-from-uppsala-climes-impacts-day-2/69b080e2abc0d95001a39624) ### [Greetings from Uppsala: CLIMES Impacts Conference - Day 2 Through a Computer Scientist’s Lens](https://codebeyondtheearth.hashnode.dev/greetings-from-uppsala-climes-impacts-day-2?utm_source=hashnode&utm_medium=feed) 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 5 min read · [codebeyondtheearth.hashnode.dev](https://codebeyondtheearth.hashnode.dev/greetings-from-uppsala-climes-impacts-day-2?utm_source=hashnode&utm_medium=feed) [Marcus Briggs](https://hashnode.com/@marcusbriggs) · [Feb 10](https://hashnode.com/posts/satellite-monitoring-of-mining-impact/698b56032fa7f6154d857432) ### [Satellite Monitoring of Mining Impact](https://marcusbriggs.hashnode.dev/satellite-monitoring-of-mining-impact?utm_source=hashnode&utm_medium=feed) 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 ... 5 min read · [marcusbriggs.hashnode.dev](https://marcusbriggs.hashnode.dev/satellite-monitoring-of-mining-impact?utm_source=hashnode&utm_medium=feed) [Pon Sudhir Sajan Sivasankaran](https://hashnode.com/@Sajan1989) · [Dec 12, 2025](https://hashnode.com/posts/beyond-sharper-images-how-llm-guided-super-resolution-transforms-geo-spatial-analysis/693be8afb5525902f49dec1c) ### [Beyond Sharper Images: How LLM-Guided Super-Resolution Transforms Geo-Spatial Analysis](https://cstechnologyblog.hashnode.dev/beyond-sharper-images-how-llm-guided-super-resolution-transforms-geo-spatial-analysis?utm_source=hashnode&utm_medium=feed) 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... 8 min read · [cstechnologyblog.hashnode.dev](https://cstechnologyblog.hashnode.dev/beyond-sharper-images-how-llm-guided-super-resolution-transforms-geo-spatial-analysis?utm_source=hashnode&utm_medium=feed) [SkyFi Support](https://hashnode.com/@skyfi-support) · [Oct 21, 2025](https://hashnode.com/posts/8j2xqvcdl7xwnzey8j2xuydwnzeg8j2xtvcdl7vwnzic8j2ygfcdl7lwnziaipcdl6dwnzeu8j2ygfcdmihwnzey8j2xvzog8j2xmcdl7zwnzieipcdl6bwnzeu8j2ygfcdl7lwnze58j2xufcdl7bwnzib8j2xsidwnzec8j2xuvcdl67wnze08j2xsvcdl7wnzigipcdl5twnze28j2xsfcdl7lwnzexipcdl6dwnze88j2ygvcdl7vwnzibipcdl5jwnzid8j2xsvcdl7wnzey8j2ygpcdmieg8j2xpvcdl7lwnzeu8j2xvcdl7dwnze1ipcdl5jwnzez8j2xscdl7zwnze8j2ygfcdmia/68f6d10f3e474a5a9746d8b9) ### [𝗪𝗵𝗲𝗻 𝗠𝗶𝗻𝘂𝘁𝗲𝘀 𝗠𝗮𝘁𝘁𝗲𝗿: 𝗛𝗼𝘄 𝗦𝗮𝘁𝗲𝗹𝗹𝗶𝘁𝗲 𝗜𝗺𝗮𝗴𝗲𝗿𝘆 𝗔𝗶𝗱𝗲𝗱 𝗠𝗼𝘂𝗻𝘁 𝗘𝘃𝗲𝗿𝗲𝘀𝘁 𝗦𝗲𝗮𝗿𝗰𝗵 𝗘𝗳𝗳𝗼𝗿𝘁𝘀](https://skyfiplatformapi.hashnode.dev/8j2xqvcdl7xwnzey8j2xuydwnzeg8j2xtvcdl7vwnzic8j2ygfcdl7lwnziaipcdl6dwnzeu8j2ygfcdmihwnzey8j2xvzog8j2xmcdl7zwnzieipcdl6bwnzeu8j2ygfcdl7lwnze58j2xufcdl7bwnzib8j2xsidwnzec8j2xuvcdl67wnze08j2xsvcdl7wnzigipcdl5twnze28j2xsfcdl7lwnzexipcdl6dwnze88j2ygvcdl7vwnzibipcdl5jwnzid8j2xsvcdl7wnzey8j2ygpcdmieg8j2xpvcdl7lwnzeu8j2xvcdl7dwnze1ipcdl5jwnzez8j2xscdl7zwnze8j2ygfcdmia?utm_source=hashnode&utm_medium=feed) 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... 1 min read · [skyfiplatformapi.hashnode.dev](https://skyfiplatformapi.hashnode.dev/8j2xqvcdl7xwnzey8j2xuydwnzeg8j2xtvcdl7vwnzic8j2ygfcdl7lwnziaipcdl6dwnzeu8j2ygfcdmihwnzey8j2xvzog8j2xmcdl7zwnzieipcdl6bwnzeu8j2ygfcdl7lwnze58j2xufcdl7bwnzib8j2xsidwnzec8j2xuvcdl67wnze08j2xsvcdl7wnzigipcdl5twnze28j2xsfcdl7lwnzexipcdl6dwnze88j2ygvcdl7vwnzibipcdl5jwnzid8j2xsvcdl7wnzey8j2ygpcdmieg8j2xpvcdl7lwnzeu8j2xvcdl7dwnze1ipcdl5jwnzez8j2xscdl7zwnze8j2ygfcdmia?utm_source=hashnode&utm_medium=feed) [SkyFi Support](https://hashnode.com/@skyfi-support) · [Oct 15, 2025](https://hashnode.com/posts/8j2xpcdl7wnzeu8j2xspcdl7gg8j2xocdl7zwnze8j2ygsdwnzew8j2xvpcdl7vwnze08j2xsvcdmidwnzib8j2xtvcdl7zwnze7ipcdl67wnze78j2xssdwnzew8j2xrvcdl7wnze08j2xvcdwnzez8j2xufcdl7zwnzieipcdmitwnze28j2ygfcdl7ug8j2xpvcdl67wnzib8j2xsvcdl7nwnze58j2xtvcdmihwnzeyipcdl5zwnze68j2xrvcdl7twnzey8j2xvcdmiy/68f02e92066c31f7adebf155) ### [𝗧𝗿𝗮𝗰𝗸 𝗣𝗼𝗿𝘁 𝗖𝗼𝗻𝗴𝗲𝘀𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗖𝗮𝗿𝗴𝗼 𝗙𝗹𝗼𝘄 𝘄𝗶𝘁𝗵 𝗦𝗮𝘁𝗲𝗹𝗹𝗶𝘁𝗲 𝗜𝗺𝗮𝗴𝗲𝗿𝘆](https://skyfiplatformapi.hashnode.dev/8j2xpcdl7wnzeu8j2xspcdl7gg8j2xocdl7zwnze8j2ygsdwnzew8j2xvpcdl7vwnze08j2xsvcdmidwnzib8j2xtvcdl7zwnze7ipcdl67wnze78j2xssdwnzew8j2xrvcdl7wnze08j2xvcdwnzez8j2xufcdl7zwnzieipcdmitwnze28j2ygfcdl7ug8j2xpvcdl67wnzib8j2xsvcdl7nwnze58j2xtvcdmihwnzeyipcdl5zwnze68j2xrvcdl7twnzey8j2xvcdmiy?utm_source=hashnode&utm_medium=feed) 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 ... 1 min read · [skyfiplatformapi.hashnode.dev](https://skyfiplatformapi.hashnode.dev/8j2xpcdl7wnzeu8j2xspcdl7gg8j2xocdl7zwnze8j2ygsdwnzew8j2xvpcdl7vwnze08j2xsvcdmidwnzib8j2xtvcdl7zwnze7ipcdl67wnze78j2xssdwnzew8j2xrvcdl7wnze08j2xvcdwnzez8j2xufcdl7zwnzieipcdmitwnze28j2ygfcdl7ug8j2xpvcdl67wnzib8j2xsvcdl7nwnze58j2xtvcdmihwnzeyipcdl5zwnze68j2xrvcdl7twnzey8j2xvcdmiy?utm_source=hashnode&utm_medium=feed) [SkyFi Support](https://hashnode.com/@skyfi-support) · [Oct 10, 2025](https://hashnode.com/posts/8j2xpvcdl7rwnzeu8j2xvcdmihwnzey8j2xvydwnzel8j2xsvcdl67wnze5ipcdl5jwnzia8j2ygfcdl67wnzib8j2xsidwnzem8j2xtvcdmihwnzeyipcdl6bwnzey8j2xufcdl7lwnzew8j2ygfcdl7bwnze88j2xuydwnzem8j2ygfcdl67wnze8j2ygfcdmiag8j2yhpcdl7bwnzib8j2xtsdwnzej8j2xvcdl7zwnzif8j2xtvcdl7rwnze28j2ygfcdmiyg8j2xlpcdl7vwnzeu8j2xufcdmibwnzia8j2xtvcdmia/68e9998f3bf93e09b19f30a5) ### [𝗦𝗺𝗮𝗿𝘁𝗲𝗿 𝗥𝗲𝗮𝗹 𝗘𝘀𝘁𝗮𝘁𝗲 𝗦𝗶𝘁𝗲 𝗦𝗲𝗹𝗲𝗰𝘁𝗶𝗼𝗻 𝗦𝘁𝗮𝗿𝘁𝘀 𝘄𝗶𝘁𝗵 𝗣𝗿𝗼𝘅𝗶𝗺𝗶𝘁𝘆 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀](https://skyfiplatformapi.hashnode.dev/8j2xpvcdl7rwnzeu8j2xvcdmihwnzey8j2xvydwnzel8j2xsvcdl67wnze5ipcdl5jwnzia8j2ygfcdl67wnzib8j2xsidwnzem8j2xtvcdmihwnzeyipcdl6bwnzey8j2xufcdl7lwnzew8j2ygfcdl7bwnze88j2xuydwnzem8j2ygfcdl67wnze8j2ygfcdmiag8j2yhpcdl7bwnzib8j2xtsdwnzej8j2xvcdl7zwnzif8j2xtvcdl7rwnze28j2ygfcdmiyg8j2xlpcdl7vwnzeu8j2xufcdmibwnzia8j2xtvcdmia?utm_source=hashnode&utm_medium=feed) With SkyFi, you can use satellite imagery and spatial data to evaluate site surroundings before you invest or build. 1 min read · [skyfiplatformapi.hashnode.dev](https://skyfiplatformapi.hashnode.dev/8j2xpvcdl7rwnzeu8j2xvcdmihwnzey8j2xvydwnzel8j2xsvcdl67wnze5ipcdl5jwnzia8j2ygfcdl67wnzib8j2xsidwnzem8j2xtvcdmihwnzeyipcdl6bwnzey8j2xufcdl7lwnzew8j2ygfcdl7bwnze88j2xuydwnzem8j2ygfcdl67wnze8j2ygfcdmiag8j2yhpcdl7bwnzib8j2xtsdwnzej8j2xvcdl7zwnzif8j2xtvcdl7rwnze28j2ygfcdmiyg8j2xlpcdl7vwnzeu8j2xufcdmibwnzia8j2xtvcdmia?utm_source=hashnode&utm_medium=feed)