Synthetic Aperture Radar (SAR) has the capability to observe the Earth's surface both day and night and through most weather conditions, making it an ideal sensor to support a wide range of science and applications.
NASA’s Applied Remote Sensing Training Program (ARSET) has opened a new open, online webinar series: Large Scale Applications of Machine Learning using Remote Sensing for Building Agriculture Solutions. Remote sensing data is becoming crucial to solve some of the most important environmental problems, especially pertaining to agricultural applications and food security. Participants will become familiar with data format and quality considerations, tools, and techniques to process remote sensing imagery at large scale from publicly available satellite sources, using cloud tools such as AWS S3, Databricks, and Parquet. Additionally, participants will learn how to analyze and train machine learning models for classification using this large source of data to solve environmental problems with a focus on agriculture.
NASA’s Applied Remote Sensing Training Program (ARSET) has opened a new online introductory webinar series: Fundamentals of Machine Learning for Earth Science. This three-part training, presented in English and Spanish, is open to the public and will provide attendees an overview of machine learning in regards to Earth Science, and how to apply these algorithms and techniques to remote sensing data in a meaningful way. Attendees will also be provided with end-to-end case study examples for generating a simple random forest model for land cover classification from optical remote sensing. We will also present additional case studies to apply the presented workflows using additional NASA data.
Hyperspectral data presents a unique opportunity to characterize specific vegetation types and biogeochemical processes across the land and oceans. Applications of hyperspectral data include plant species identification, invasive species management, assessment of phytoplankton functional types, mapping of wetlands and shallow benthic communities, and detection of harmful algal blooms (HABs).
As a response to the COVID-19 pandemic, many countries requested their citizen to ‘stay at home’ to stay safe. Not for everyone home is actually a safe place. Housing conditions and density of informal settlements often do not allow residents to follow basic hygienic measures or to keep the minimum social distance to reduce spreading the virus.
Land consolidation is a well-proven land management instrument, which has traditionally been used for agricultural development with a main objective of reducing land fragmentation and increasing holding and farm sizes. Some European countries have a land consolidation tradition that goes back a hundred years or more. It is also widespread in particular in countries in Asia but also in Africa.
The 14th International Conference on Community-based Adaptation to Climate Change (CBA14) will take place in Bangkok, Thailand, on 18-21 May, 2020.
CBA14 in May 2020 will bring together practitioners, grassroots representatives, local and national government planners, policymakers and donors to share their experiences and drive forward efforts to achieve a climate-resilient future.
Given the uncertainties generated after the peace agreements in Colombia, we believe that understanding and studying the most relevant transformation agents and potential socio-ecological pathways into the future is a key step to develop pro-active management strategies.
GLF Accra 2019 is where you will want to be to meet the people making a difference through successful forest and landscape restoration work on the ground in Africa.
