I would love to leverage AI for Environment & Sustainability with outputs of crowdsourcing and citizen science as training data for AI. #ACES2018 #citsci

@geocanuck talks about how to use #socialmedia to look at #cultural #ecosystemservices using #machinelearning. Most photos on #Flickr have #nature in them! We can use this to figure out where people are walking. #CES #ACES2018 #neuralnetwork

Prof Simon Willcock presenting on machine learning & continental scale validation of #ecosystemservices modeling Conservation Intl. Key messages: run more than one model, validate your models, include beneficiaries. #ACES2018 #2018ACES

@nyu_andrew, Spike Lewis and I have established a website for #mobile and #smartphone #datascience. Check it: msds.tools #ACES2018 Bangor Uni Forestry Human Geography BU Ecosystem Services Partnership YESS ACES Community Ioannis Athanasiadis James Bullock Julia Jones

Five new #publications related to ARtificial Intelligence for #EcosystemServices (AI for Environment & Sustainability) applications have been recently published on a special #issue of #Science of the Total #Environment. Read them all at: bit.ly/2PPTObC AQUACROSS

Spring University – International Spring University on Ecosystem Services Modeling springuniversity.bc3research.org

New application of ARIES models viewshed quality using participatory modeling in Quebec: sciencedirect.com/science/articl… sciencedirect.com/science/articl…

Check out this video that Ferdinando Villa prepared for the Forum of Experts on SEEA Experimental Ecosystem Accounting 2019 organized by the United Nations Statistics Division (UNSD) in collaboration with the United Nations Environment Programme... youtu.be/vsWGkMBpI9Y

ARIES collaboration with the Interamerican Development Bank facebook.com/note.php?note_…

Very excited to hear that NASA has funded work on the Automated Metadata Pipeline. The project will build a smoother pipeline and semantic meaning between NASA's vast data archives and... esto.nasa.gov/files/solicita…

AI for Environment & Sustainability ARIES Training happening in JUST 2 DAYS at Ecosystem Services Partnership #ESP10!! Participants will have the chance to try a pre-release of k.Explorer, an internet browser-based user interface, which provides an easy way to access the ARIES network of #models and #data.

ARIES Explorer is coming! aries.integratedmodelling.org/?p=1594

Have #compsci skills? Interested in a #PhD on #machinelearning & #ArtificialIntelligence? If so, there are 2 funded positions Bangor University. With me (& others!), you could be using smartphone data to look at how #climatechange impacts people bangor.ac.uk/courses/postgr… - Please RT!

Looking for 2 new team mates... facebook.com/ariesproject/p…

#Job Alert!! An exciting new project I am working on is looking to hire a #spatial modeller: jobs.cranfield.ac.uk/vacancy/resear… Paul Hutchings Alison Parker #modelling #models #GIS #ArcGIS

STOTEN Paul Hutchings Alison Parker Kenneth Lynch @AdrianJMallory WASH Failures Economic and Social Research Council 3/4: The #preprint of our Natural Environment Research Council funded paper is ready: authors.elsevier.com/sd/article/S00…. #ecosystemservice #models should be used together as #ensembles of models are 5-6% more accurate than when used alone James Bullock Terry Dawson Danny Hooftman Felix Eigenbrod UK Landscape Decisions

STOTEN Paul Hutchings Alison Parker Kenneth Lynch @AdrianJMallory WASH Failures Economic and Social Research Council Natural Environment Research Council James Bullock Terry Dawson Danny Hooftman Felix Eigenbrod UK Landscape Decisions 4/4: This means that #model outputs would be more accurate if frameworks were used together (e.g. using @NatCapProject #InVEST, AI for Environment & Sustainability & #Co$tingNature together!). If can only run one, then make sure you #validate it using indepedent #data: link.springer.com/article/10.100…

Urban greenspace – what attributes determine wellbeing? This is still a big question in urban research. Great #PhD ENVISION opportunity to help answer this, using Virtual Reality & more. Working with Prof Simon Willcock and UKCEH Find out more envision-dtp.org/2020/urban-gre…