Hi,
I am looking for an expert(s) in the application of machine learning methods to geoscientific issues and especially aquifer vulnerability. The purpose of this, is collaboration in a pdoc research i am conducting, co-authoring in papers and potential partnership in proposal submissions for project calls relevant to this field.
Evangelos:
I've done quite a bit of work applying ML to one and three coil EMI data for underground metallic object detection and discrimination under DoD grants. Some of those publications are available full text on Research Gate. No particular expertise in aquifers.
Frank
Hi,
I am expert in the application of machine learning methods in geoscience, but not in aquifer vulnerability.
I am expert in ML method application to severa fields. In the past I have been interested in modeling identification of aquifers. If you explain, in detail, what is the problem, maybe I can give you directions.
Dear Yi and Giancarlo,
The concept is to estimate the aquifer vulnerability to nitrate pollution, in respect to the physical properties of the natural system (intrinsic vulnerability) and to the properties of the contaminant (nitrates) including the potential interactions with vadose zone and the ongoing geochemical processes (specific vulnerability). Each one of these pillars include several factors that need to be parametrized, ranked and finally combined in order to deliver a final outcome in terms of aquifer vulnerability.
I' ve recently noticed a paper (see Journal of Hydrology 503 (2013) 89–100) using Random Forest technique for a similar problem, and i was wondering if anyone can help to go some steps further in this scientific domain, as since now it is scarcely used in similar studies. If more details needed, please senf me an email.
Hi friend,
I understand its a little bit late. My experty is data fusion in petroleum exploration. So, familiar with fuzzy integration methods, Bayesian classifier, clustering methods, Dempster-Shafer theory of evidences, ANN, etc.
List of my publications are on my researchgate and googlescholar.
Regards,
Pedram Masoudi
PhD Candidate at Univ of Tehran
www.masoudip.webs.com
Pedram and Yi thanks for replying,
please find attached a relative paper which sets the goals of my research. My focal point is the development of a new method of aquifer vulnerability and its optimization with ML techniques
cheers
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