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east-china-sea-red-tide

东海赤潮风险研判技能:历史查询、真实 LightGBM 下一月预测、可复现程序与评委演示

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GITHUB · launched Sep 15, 2026 · 23 upvotes (top 35%) · 0 views

Niche: environmental and geospatial analytics software · 124 launches, 14 in the last 7 days ▼ -7% · Explore this niche →

Category and tags

  • Energy & climate
  • Analytics & BI
  • B2B
  • AI feature
  • Hobby / open-source project

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Could you build this?

Partial The UI and demonstration app are easy to build, but genuine marine ecological forecasting requires specialized oceanographic satellite/in-situ sensor datasets and specialized feature engineering.

What it would actually take: A real system requires pipelines ingesting MODIS/Sentinel satellite remote sensing data, sea surface temperature (SST), chlorophyll-a concentration, and hydrological meteorological inputs. The hard part is oceanographic domain feature engineering and calibrating a tabular/spatial LightGBM or spatio-temporal model to account for coastal hydrodynamic variations and avoid false alarms in red tide prediction.

Competitors

Other products that read as similar to this one : 324 launches clear the similarity bar, closest 8 shown.

Attention rank: #91 of 325 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 297 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.