Tools and data

Software, web apps, and datasets built and released by members of the lab. Everything here is open and free to use.

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autogradeRCristian Roman

autogradeR is expected to help instructors grade pre-defined assignments using a particular and relatively simple set of functions. Authograder generates basic templates that can only be accessed by instructors using a pre-defined encrypted password. The current release is based on RMarkdown files.

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R package
BarrioMapCristian Román-Palacios & Sarthak Halder

Barrio Map offers fundamental functionalities like finding locations by conducting searches or selecting coordinates. Users can select from predefined scales and export the scaled maps to particular page sizes. Maps generated using Barrio Map are formal descriptions of particular sites with defined values of resolution, scales, and explicit information on distances. Barrio Map, in conjunction with OpenStreetMaps, is written in R, with functionalities largely leveraged from packages such as Leaflet and Shiny.

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Web application
CityCompCristian Román-Palacios

CityComp is a Shiny app developed to support the use of the comparative framework developed in Arechiga et al. (2023). In the app, users can directly visualize the results presented in the same paper. Specifically, a graphical and interactive version of Fig. 6 in the same paper is presented in the app. Users can further define a target city and estimate their similarity to cities across the globe. Dynamic filtering and mapping are implemented within the app.

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Web application
BARNDanielle Van Boxel

Bayesian Additive Regression Networks. We apply Bayesian Additive Regression Tree (BART) principles to training an ensemble of small neural networks for regression tasks. Using Markov Chain Monte Carlo, Bayesian Additive Regression Net- works (BARN) samples from the space of single hidden layer neural networks that are conditioned on their fit to data. You can find more information in barnpy and its associated documentation

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Python library
BayClumpCristian Román-Palacios & Hannah Carroll

BayClump is a Shiny Dashboard application that is associated with the bayclumpr R package. All the functions implemented in BayClump are sourced from bayclumpr. We eveloped BayClump to allow users with less coding experience to be able to access standarized resources to calibrate and derive reconstructions using clumped isotope datasets.

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Web application
bayclumprCristian Román-Palacios, Hannah M. Carroll, & Aradhna Tripati

bayclumpr is a self-contained R package that supports the use of Bayesian models and the analytical framework developed in Román-Palacios et al. (2022) for clumped isotope calibration, temperature reconstructions, and facilitatation of comparisons on Bayesian and classical models. bayclumpr fits both frequentist and Bayesian linear regressions to calibration datasets and performs temperature reconstructions under both frameworks.

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R package
Dataset used for: Evolutionary time best explains the latitudinal diversity gradient of living freshwater fish diversityCristian Roman, Elizabeth Miller

This database includes seven datasets surrounding freshwater fish diversity used within the 2020 paper by our PI, Cristian Roman, and Elizabeth Miller.

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Dataset
Dataset used for: Open-source automatic extraction of Urban Green Space: Application to assessing improvement in green space accessIan Estacio

The Urban Green Space (UGS) is a dataset used for improving public health and the sustainability of cities. This dataset was used by lab members Ian Estacio and Cristian Román-Palacios for a paper surrounding the walkability of cities.

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Dataset
Dataset used for: Polyploidy increases overall diversity despite higher turnover than diploids in the BrassicaceaeCristian Román-Palacios

The dataset includes haploid chromosome numbers for 80% of species in the most comprehensive species-level chronogram for the Brassicaceae. It supports analyses of polyploidy’s influence on diversification rates, species richness, and long-term evolutionary patterns within the family.

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Dataset
Dataset used for: Recent responses to climate change reveal the drivers of species extinction and survivalCristian Román-Palacios & John Wiens

The dataset includes survey data from 538 plant and animal species over time, with 44% experiencing local extinctions. It supports analyses of climate change impacts on biodiversity, identifying key climatic drivers of extinction and assessing the roles of dispersal and niche shifts in species survival projections.

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Dataset
Dataset used for: The origins of global biodiversity on land, sea, and freshwaterCristian Román-Palacios, Daniela Moraga-Lopez, & John Wiens

The dataset includes species richness and phylogenetic diversity data across terrestrial, marine, and freshwater habitats in animals and plants. It supports analyses of habitat-related diversification rates, ancestral habitat reconstructions, and the evolutionary origins of biodiversity patterns.

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Dataset
Enhanced Personal Protective Equipment Detection (UI)Jiayue He

Enhannced PPE2 is a Human-Machine Interface (HMI) tailored for real-time object detection, with a specific focus on hard hat compliance monitoring in industrial settings. Although this project is tailored for hard hat compliance monitoring, the modular architecture allows easy adaptation for other applications like gengeral PPE detection including masks, goggles, vest and so on. This project focuses on developing the UI associated to the ML model detection algorithm.

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Web application
GradPath ExtensionCristian Román-Palacios

This repo hosts a simple Firefox extension that checks on whether the requierements for a given program (or subplan) are being met by the student. This version focuses on Data Science and Information Science programs in InfoSci. However, this extension can be easily modified to enable other programs or subplans. It can also be adjusted in the requirements it check for. I did not implement an automatic submission.

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Web application
Facade Detection from Google Street View ImagesShih-Hsuan Lo

This Neural Network-based tool facilitates extraction of building facade color patterns from Google Street View Images.

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Web application
phrutaCristian Román-Palacios, Maëlle Salmon, & Heidi Steiner

The phruta R package is designed to simplify the basic phylogenetic pipeline. All the code is run within the same program and data from intermediate steps are saved in independent folders (optional). phruta retrieves gene sequences, combines newly downloaded to local gene sequences, performs sequence alignments, and basic phylogenetic inference.

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R package
plagiaRizedCristian Román-Palacios

This is a basic shiny dashboard to perform pairwise comparison of different file submissions. The app is intended to help identify instances of potential plagiarism in coding-based assignments.

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Web application
ChorusCristian Román-Palacios

Chorus is a live polling platform designed for conferences, events, workshops, meetings, and similar events. Admins can create unique rooms, design questions, and enable access for attendees via unique tokens. Attendees can suggest answers and vote in real-time. Admins can manage questions, voting settings, and get summary statistics.

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Web application
SalphyconCristian Román-Palacios

Salphycon is a shiny app that extends the functionalities of the (phruta) R package. Salphycon is able to (1) find potentially (phylogenetically) relevant gene regions for a given set of taxa on GenBank, (2) retrieve gene sequences and curate taxonomic information from the same database, (3) combine downloaded and local gene sequences, and (4) perform sequence alignment, phylogenetic inference, and basic tree dating tasks. Both phruta and salphycon are focused on species-level analyses.

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Web application
Santa Cruz E. coli PredictionsCristian Román-Palacios & Laura Palacios-Falk

This tool predicts Escherichia coli (E. coli) levels in the Upper Santa Cruz River using a model trained on public data from 2009-2022. It is intended as a warning of possible high bacterial loads; water quality must still be verified using coliform testing procedures to ensure public safety.

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Web application
ssarpKristen Martinet, Cristian Román-Palacios, Luke Harmon

ssarp (Species-/Speciation-Area Relationship Projector) is an R package that provides a suite of functions to help users create speciation- and species- area relationships for island-dwelling taxa using occurrence data from GBIF (Global Biodiversity Information Facility) or the user’s own occurrence data.

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R package
The ACC: The Animal Chromosome Count DatabaseCristian Román-Palacios

The ACC is the largest database of animal chromosomal counts. We have curated chromosome numbers across the animal Tree of Life to make data accessible for people interested in understanding the potential links between biological processes and patterns to broad chromosomal changes in animals.

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Website
The ACDB: The Animal Culture DatabaseCristian Román-Palacios & Kiran Basava

The Animal Culture Database (ACDB) is a database of cultural behaviors across nonhuman animal species. It synthesizes current literature on intra-species behavioral variation in contexts such as communication, foraging, and migration, along with data on effects of human disturbances to the environment, to facilitate comparative research on interactions between animal social learning and climate change.

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Website
treedata.tableCristian Román-Palacios, Josef Uyeda, April Wright, & Luke Harmon

The data.table package enables high-performance extended functionality for data tables in R. treedata.table is a wrapper for data.table for phylogenetic analyses that matches a phylogeny to the data.table, and preserves matching during data.table operations.

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R package
Universal Ortholog Based Phylogenomic Database and ToolsetCristian Román-Palacios & MD Nafis Ul Alam

This research is being conducted with the following goals in mind:

  • Facilitate evolutionary genomic analysis in the eukaryotic domain
  • Make public genomic data more accessible by increasing information content per unit volume of data
  • Develop improved methods and algorithms for genome informatics
  • Streamline downstream analyses in genomic workflows
  • Analyze patterns of genome evolution during the process of adaptation, speciation, diversification and domestication
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Dataset
Web application
VI Simposio COLEVOLThe Colombian Association of Evolutionary Biology (COLEVOL)

The Colombian Association of Evolutionary Biology (COLEVOL) is a non-profit organization committed to the development and promotion of the study, research, and dissemination of evolutionary biology in Colombia. Some of its strategies include the annual publication of the Colombian Bulletin of Evolutionary Biology, the organization of the Colombian Symposium on Evolutionary Biology every two years, and the establishment of regional working groups in various departments of Colombia.

Since its inception as the Colombian Network of Evolutionary Biology, the Association has organized five symposia: Universidad de los Andes (2008), Universidad del Valle and ICESI (2009), Universidad de Antioquia and CES (2011), Universidad Central (2013), and Universidad del Quindío (2015). It also organized the IV Latin American School of Evolution (ELAEVO) in the city of Armenia (2015), in conjunction with the symposium of the same year.

Traditionally, the Colombian Symposium on Evolutionary Biology has been a significant event for the development of Colombian science. Understanding evolutionary biology as an interdisciplinary field, these events have fostered interaction and connections between students from remote regions of the country and prestigious academic and technological centers of thought in Colombia and around the world.

COLEVOL's mission, focused on promoting Colombian science, has successfully fostered dialogue among academics interested in evolutionary biology, including undergraduate and graduate students, as well as researchers based both within and outside the country. We have also benefited from the participation and collaboration on research projects of world-renowned evolutionary biologists such as Peter and Rosemary Grant, Mohamed Noor, Douglas Futuyma, and Michael Arnold.

The COLEVOL Regional Working Group of Valle del Cauca hopes to continue the previous achievements, through the organization of the VI Colombian Symposium on Evolutionary Biology and the Introductory Course in Phylogenetic Comparative Methods , to be held at the University of Valle, Cali, Colombia.

The events within the framework of COLEVOL-UNIVALLE 2017 will bring together researchers interested in Evolutionary Biology at the national and international levels. Both the Course and the Symposium will give students and professors from different Colombian academic institutions the opportunity to interact and establish new academic contacts with researchers from prestigious universities around the world.

We will have discussion sessions between the invited researchers and the participants to facilitate collaborations and agreements between institutions. These academic sessions are planned as working breakfasts and lunches with each of the speakers. Additionally, we are organizing other events to connect participants in a more informal setting (e.g., a farewell cocktail party).

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Website
Website for SCORCH Grant

The Southwest Center on Resilience for Climate Change and Health (SCORCH) brings together transdisciplinary research groups to conduct solutions-oriented team-science projects responsive to the health needs of arid lands communities adapting to climate change. The Integrated Data Visualization Core (IDVC) supports the overall Center mission through the provision of data science, visualization, and management expertise.

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Website