This month features a ton of new data and models to access, podcasts on the current state of Earth observation, and a range of challenges to test your identification and detection skills on. Be sure to check out the recordings of Cloud-Native Geospatial Outreach Event, along with a variety of webinars for working with geospatial data.
March’s roundup includes over a dozen new or updated geospatial datasets, the latest cloud-native tools, and a myriad of recently added resources from the ML4EO community. Also, don’t miss the wide variety of methodologies and applications, stretching from oil-spill monitoring in Brazil to cropland mapping in the Indian Himalayan region!
February’s round-up features a variety of methodologies and tutorials focused on creating models for agriculture. Check out the newest podcasts with leading figures in the geospatial field, and consider signing up for one of the challenges listed focused on machine learning with satellite imagery. And don’t forget to explore the newest updates related to cloud-native geospatial formats.
The first ML4EO Market News round-up of 2022 is out! In this issue, discover a variety of podcasts featuring thought leaders in the geospatial community, and tutorials showcasing the Planetary Computer, working with open data, and focusing on land cover! Also explore the latest news in the Earth observation space, new datasets you may want to explore, and, as always, all the STAC updates.
Happy New Year! Highlights in December include the availability of geospatial models on Radiant MLHub, new land cover tools, tutorials, more data competitions, STAC integration in Leafmap and catalog conversion in Earth Engine, AMLD Africa 2021, Neur IPS 2021 recordings, and other impactful machine learning for earth observation resources.
This month features a variety of podcasts including the importance of labels, flood monitoring, Microsoft’s Planetary Computer, and more. Catch up on webinars from FOSS4G 2021, Geo For Good, PhiWeek, and FedGeoDay. Explore data challenges, the latest ML methodologies and applications, and other helpful resources. Explore the highlights from November:
Take a deep dive into machine learning methodologies, new datasets (including marine debris training data on Radiant MLHub), tutorials, a range of webinars, and tons of new resources to learn from.
This month, explore a number of methodologies in machine learning classification models, a range of new satellite imagery and maps available, tutorials, and many other helpful resources.
Explore the latest training data, new STAC tools (like the STAC Browser v3.0.0-alpha.2), a range of applications tackling climate related problems, webinars including ESIP workshops, tutorials with QGIS, and more from this past month!
Discover the latest methodologies for machine learning applications on satellite imagery, new datasets like the Radiant Earth South African Crop Type Competition data, the latest updates and tools of the STAC ecosystem, a range of geospatial tutorials and webinars, and lots more from July.