From 8f89a322bc4d6551b4df24757cbdfdf2cdd6d6b8 Mon Sep 17 00:00:00 2001 From: Rey Granillo III Date: Wed, 3 Jan 2024 13:40:54 -0700 Subject: [PATCH 1/5] From the top down: - updated menu to reflect new projects and Technology Transfer section where I-Corps is discussed - added "Our specialty" section that highlights key componenets of our work to highlight - this section can use some work on layout and other items we should add. please make suggestions. - updated Rachel's thumbnail text by removing PhD candidate - make recommendations to the tech transfer section text and layout if you have suggestions - i added 2 projects - Fire Data Dynamics - could prob use some wordsmithing / updating - RAWS ML - this is a placeholder for @tweissaz to fill in --- README.md | 33 +++++++++++++- images/firedatadashboard.png | Bin 0 -> 7081118 bytes index.html | 85 ++++++++++++++++++++++++++++++++++- 3 files changed, 115 insertions(+), 3 deletions(-) create mode 100644 images/firedatadashboard.png diff --git a/README.md b/README.md index b4f0c3a..3637b5c 100644 --- a/README.md +++ b/README.md @@ -8,7 +8,7 @@
-[Collaborators](#research-collaborators) | [Proposals](#proposals) | [Projects](#projects) | [Publications](#publications) | [Students](#student-contributors) +[Collaborators](#research-collaborators) | [Proposals](#proposals) | [Technology Transfer](#technology-transfer) | [Projects](#projects) | [Publications](#publications) | [Students](#student-contributors)
@@ -21,6 +21,20 @@ The research applications group is led by [Rey Granillo](https://github.com/reyg
+## Our speciality +- Research focused software development +- Cloud computing +- Data assimilation, processing, and presentation +- Database architecture and development +- Application Programming Interface (API) development +- Remote sensing + - LoRaWAN network gateways + - Designing and building microcontrollers +- 3D printing +- Machine learning + +
+ ## How we do it ### Development Process By developing and combining technologies, we incorporate novel technical solutions into new and existing research. Using a collaborative model, versus the typical service model found most in Information Technology, we can better understand project data, the research questions being asked, and provide higher quality research collaborations. Having that greater understanding has led us to find correlations in data that were not previously realized which have led to new research project ideas and proposals. We collaborate with researchers during the proposal process and can provide a proof-of-concept application or tool showing what is technically feasible if project funding is awarded. Upon project completion, we aid with the technical writing portions of publications which outline our findings and technical solutions that were implemented. @@ -67,7 +81,7 @@ In addition to our core research applications development team, we've had a numb Eller Doctoral Student Economics Rachel Rosenbaum
- PhD Candidate School of Anthropology + School of Anthropology Nancy Petersen
AIR Haury Program @@ -165,8 +179,23 @@ managers, and EXPLORE opportunities for aggregation, management, visualization,
+# Technology Transfer + +>### **National Science Foundation Innovation Corps (NSF I-Corps) Training Program** +> The U.S. National Science Foundation’s Innovation Corps (I-Corps™) program is an immersive, entrepreneurial training program that facilitates the transformation of invention to impact. This immersive, seven-week experiential training program prepares scientists and engineers to extend their focus beyond the university laboratory — accelerating the economic and societal benefits of NSF-funded and other basic research projects that are ready to move toward commercialization. Visit the NSF's I-Corps website for more information. +>#### **Desert and Pacific Regional Hub 2023 - Cohort 6 - Fire Data Dynamics** +>AIR's technology team is working with Tech Launch Arizona on licesning for our Fire Data Dynamics prototype to help make meaningful impacts in fire prediction, response, and analysis. As part of this licensing process, we participated in NSF's I-Corps where we learned about the Lean Startup Methodology whicha has a strong focus on customer discovery and defining customer segments. + +
+ # Projects +>### **Fire Data Dynamics** +>With data from the National Interagency Fire Center's (NIFC) Southwest Coordination Center (SWCC), and with funding from the University of Arizona's Technology and Research Initiative Fund (TRIF), we developed a fire data dashboard prototype designed to be used by and inform decision makers during fire events. Using data from past fire events in Arizona and New Mexico, our dashboard displays fire occurrences and their locations, fire burn perimeters (when available), and relevant data from Remote Automated Weather Stations (RAWS) during those fire events. The current prototype also allows stakeholders to export this historical data for use with their own analysis. In addition, new features are being developed to incorporate a live fire viewer, perform predictive machine learning analysis for determining fire weather and occurrence likelihood, and incorporating Weather Research & Forecasting Model (WRF) to inform decision makers of the impact weather could have during fire events. + +>### **Remote Automated Weather Stations (RAWS) Machine learning** +>RAWS info here. + >### **Carbon-Econ Plotter** >Methane emissions have an outsized impact on climate, and are increasingly receiving attention from policymakers and the scientific community. We map methane plume emission rates measured by [Carbon Mapper](https://carbonmapper.org) onto tract-level demographics from the U.S. Census Bureau to explore environmental justice issues associated with the methane emissions. Carbon Mapper collects methane emission data through their airborne pilot projects with advanced remote sensing technology. Census tract-level demographics are obtained from the 2009-2012 five-year moving average [American Community Survey](https://www.census.gov/programs-surveys/acs). This map and scatter plots can be viewed at [Carbon Plotter](https://carbon-plotter.air.arizona.edu/map) website. > diff --git a/images/firedatadashboard.png b/images/firedatadashboard.png new file mode 100644 index 0000000000000000000000000000000000000000..d0691d7107f1c6dfa6f1138a36b507b230be2106 GIT binary patch literal 7081118 zcmV)_K!3l9P)4Tx04R}lkiSbpQ546&rXkoH8X5{D+@i4X7u3>VCJ{Kitmp?dJfEh4KW@(# z(H6KhG(@zwM1Mgp4Gz&96a`I11&u-AQgZt~t<<7(`EovdIp^MU5741#LS!8Pa(UB; zPfd6hmzF)w7uaBj3w`L<^r8r>YK$fL&h1gXVKw7w*t+ZS`AA;-AI62NG!%AM{D14) z!j()Fb>vbb1&t_B%+A%c%UMHQ7VWTME~gt)q5f+KwujN){#aACcDFQ z1hPnxr;&$_5qQY~_^6Pz>)$(UdK<66*gl^sHNDjp;FSMTE}GuJF2Az}oIeT8(0(>+ zt2&Bn!9at%%0TC#ly3`wa}cQAO8H)vvUUvE?|@466S1UabII8RQ2+n{PGwk0W=%~1 zDgXcg2mk~D8UO_V00031002G#8vq3W00031002e-C;$Th000310ssI4695AM00031 z0RR91000000058x000310058x0003cuhuC50010mL{C%z000620000000h_o001Ze z00h_o00h_oI%S{p$XrMO06+jqL_t(|0qngAyk&V+-@DGa=gxE8n!9>}X70Hgl@|#? zAlhO;qI`S-G8ltGUclIhppQs^Bp_n)5rc>bD1&*CL}OkwFYl=!!2r@tPY85lchghN 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