4.6.1. kaggle-ships-in-Google-Earth-yolov5 -> Applying YOLOv5 to Kaggle Ships in Google Earth dataset BEGINNER4.6.2. How hard is it for an AI to detect ships on satellite images?4.6.3. Object Detection in Satellite Imagery, a Low Overhead Approach...
In this study, a data-driven approach employed by utilizing the product called JRC-Global surface water mapping layers V1.4 on the Google Earth Engine (GEE) to map and monitor the effects of climate change on surface water resources. Key climatic variabl
Web interfaces have made remote sensing image resources more accessible and interactive. However, many web-based and Digital Earth opportunities for remote
In this study, based on Google Earth Engine and Landsat images, six machine learning methods were used to monitor desertification dynamics in 1990–2020 in Mongolia. The spatiotemporal distributions and changes in desertification at different stages were analyzed using gravity center change and ...
http://www.youtube.com/watch?v=6cVJqvsfxvo AGU Scientists Tech Talks - Using Google SketchUp with Google Earth for Scientific Applicationshttp://www.youtube.com/watch?v=f2KgK0UKRtU AGU Scientists Tech Talks - A Tour of Glacier Data Sets via Google Earth and GeoServehttp://www.youtube...
wildfire monitoring; burned area mapping; normalized burn ratio; fire potential index; Google Earth Engine; informational technology; cloud computing1. Introduction In recent years, the degradation of the environment due to widespread fires has been observed [1,2,3]. This highlights the importance ...
The scope of the study utilization of Google Earth Engine (GEE) and automated feature extraction algorithms for predictive analysis. Keywords: remote sensing; land cover change; spatiotemporal; environmental analysis; QGIS; MOLUSCE1. Introduction Sustainable development is dependent on land use/land ...
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We selected a 707.26 km2 study region in Sri Lanka and realized our method on Google Earth Engine (GEE). A 25.11 km2km2 plot was chosen for verification, where 433 SOAPs were manually labeled from 0.5 m high-resolution RSIs. The results showed that our method could extract SOAPs with ...
Specifically, Google Earth Engine provides a range of processing methods/algorithms for the Landsat series of satellites. From methods to calculate the radiance in sensors, as well as the reflectance at the top of the atmosphere (TOA), and also, as used in the present study, the surface refle...