Mark Padgham

ORCID: 0000-0003-2172-5265
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About
Contact & Profiles
Research Areas
  • Data Analysis with R
  • Traffic Prediction and Management Techniques
  • Species Distribution and Climate Change
  • Urban Transport and Accessibility
  • Traffic and Road Safety
  • Hydrology and Watershed Management Studies
  • Fish Ecology and Management Studies
  • Human Mobility and Location-Based Analysis
  • Geographic Information Systems Studies
  • Scientific Computing and Data Management
  • Image Processing and 3D Reconstruction
  • Land Use and Ecosystem Services
  • Ethics in Clinical Research
  • Meta-analysis and systematic reviews
  • Advanced Clustering Algorithms Research
  • Atmospheric and Environmental Gas Dynamics
  • Transportation Planning and Optimization
  • Wildlife Ecology and Conservation
  • demographic modeling and climate adaptation
  • Advanced Database Systems and Queries
  • Data Mining Algorithms and Applications
  • Nursing Education, Practice, and Leadership
  • Data Management and Algorithms
  • Handwritten Text Recognition Techniques
  • Science, Technology, and Education in Latin America

University of Salzburg
2017-2019

University of Leeds
2019

University of Münster
2013-2014

The University of Melbourne
2003-2013

University of New England
2010-2012

Monash University
2010-2011

10.21105/joss.00305 article cc-by The Journal of Open Source Software 2017-06-26

Rates of reverberative decay and frequency attenuation are measured within two Australian forests. In particular, their dependence on the distance between a source receiver, relative heights both, is examined. Distance always most influential these factors. The structurally denser forests exhibits much slower decay, although reverberation qualitatively similar in There exists central range frequencies 1 3 kHz which varies relatively little with distance. Attenuation greater forest, both it...

10.1121/1.1629304 article EN The Journal of the Acoustical Society of America 2003-12-31

Maintaining Community Trust and Safety The rOpenSci community is supported by our Code of Conductwith a clear description unacceptable behaviors,instructions on how to make report,and information reports are handled.We, the Conduct Committee,are responsible for receiving, investigating, deciding,enforcing reporting all potential violations Code.We committed transparency with

10.59350/h6rzg-1a460 preprint EN cc-by 2025-01-20

rOpenSci’s activities and spaces are supported by a Code of Conductthat applies to all people participating in the rOpenSci community,including staff leadership.It modes interaction including GitHub project repositories,the discussion forum, Slack, Community Calls, Co-working social sessions,and person at rOpenSci-hosted events, affiliated gatherings.Our Conduct is developed

10.59350/s04cn-nya15 preprint EN cc-by 2025-03-21

stats19 provides functions for downloading and formatting road crash data.Specifically, it enables access to the UK's official traffic casualty database, STATS19 (the name comes from form used by police record car crashes other incidents resulting in casualties on roads).Finding, reading-in data research can be a time consuming process subject human error, leading previous (incomplete) attempts facilitate processes with open source software (Lovelace & Ellison, In press).stats19 speeds-up...

10.21105/joss.01181 article EN cc-by The Journal of Open Source Software 2019-01-16

Understanding the influence of built environment on human movement requires quantifying spatial structure in a general sense. Because difficulty this task, studies dynamics often ignore heterogeneity and treat through journey lengths or distances alone. This study analyses public bicycle data from central London to reveal that, although distances, directions, frequencies occurrence are spatially variable, their relative patterns remain largely constant, suggesting fixed template. A method is...

10.1371/journal.pone.0037754 article EN cc-by PLoS ONE 2012-05-30

Urban planners and ecologists have long debated the relationship between structure of urban landscapes social activities. There have, however, been very few discussions as to whether any such relationships might depend on scales observation. This work applies a hierarchical zoning technique data from city Quito, Ecuador, examine how typical spatial landscape metrics indicators scales. Our results showed that estimates both heterogeneity features significantly scale. The mean values all...

10.3390/su9010084 article EN Sustainability 2017-01-09

Allocation of flows throughout networks is a common problem in transport research, yet there are very few computational tools available, and almost no open source tools. We describe new software package, "dodgr" (Distances On Directed GRaphs) capable extremely efficient flow aggregation over millions routes within network. This package represents much needed advance enabling at the finest scales individual street segments, with results able to be direcly viewed modern web-rendering...

10.32866/6945 article EN cc-by-nc 2019-01-14

Background: There are interests in the use geospatial data for development of acute stroke services given importance timely acess to reperfusion therapy. This paper aims introduce clinicians and citizen scientists possibilities offered by open source softwares (R Python) analyzing data. It is hope that this introduction would stimulate interest field as well generate ideas improving services. Method: Instructions on installation libraries R Python, codes links census provided a notebook...

10.3389/fneur.2019.00743 article EN cc-by Frontiers in Neurology 2019-08-07

The R package bikedata collates and facilitates access to arguably the world's largest open ongoing dataset on human mobility.All other comparable sources of data (such public transit data, or mobile phone data) are either not publicly available, have been released only at single distinct times for purposes.Many hire bicycle systems in U.S.A., along with Santander Cycles London, U.K., issue releases their usage providing a unique source analysing, visualising, understanding movement urban...

10.21105/joss.00471 article EN cc-by The Journal of Open Source Software 2017-12-05

Emerging datasets, new methods and shifting transport planning priorities have sparked a renewed interest in the analysis of street networks, linear geometries attributes representing roads other ways at local, city regional scales. This paper outlines data structures, vital pre-processing steps using open source software. While concepts datasets presented are language agnostic, we implement them R, an increasingly popular for geographical network analysis. Two approaches compared: one based...

10.31219/osf.io/78yub preprint EN 2020-09-25

The rOpenSci community is supported by our Code of Conduct with a clear description unacceptable behaviors,instructions on how to make report, and information reports are handled. We, the Committee,are responsible for receiving, investigating, deciding, enforcing reporting all potentialviolations Code.

10.59350/k1t8d-pem58 preprint EN cc-by 2024-01-12

We recently introduced a new paragraph to the development version of our dev guide This complements statistical software review requirement for Bayesian software.

10.59350/a7t5m-cy325 preprint EN cc-by 2024-02-06

Our community is our best asset. It’s so important to us, it’s in mission statement. We recognize that communities are not inclusive by default; they require deliberate attention, including an enforceable Code of Conduct. rOpenSci committed providing a safe, inclusive, welcoming, and harassment-free experience for everyone.

10.59350/k0q1e-gzb74 preprint EN cc-by 2024-03-04

rOpenSci Software Peer Review’s guidance is gathered in an online book that keeps improving!This blog post summarises what’s new our Dev Guide 0.9.0, with all changes listed the changelog.Now available Spanish!

10.59350/fmkfz-0rv74 preprint EN cc-by 2024-03-11

Thanksgiving is celebrated in many parts of the world.The USA, rOpenSci’s official location, celebrates this Thursday, 28th November.Giving thanks to contributors also an important part open-source software development.Many projects use allcontributors.org system acknowledge contributions, which includes One strong motivation for “Recognize all contributors, including those

10.59350/sx67b-fkj06 preprint EN cc-by 2024-11-26

Despite the existence of many approaches to reference-condition modeling, Bayesian statistical methods have not been used. We assessed whether a hybrid approach that combined features existing with model fitting and assessment test sites could provide superior results established methods. used 4 models increasing complexity develop for 5 biotic endpoints across 3 data sets. Our best were comparable or standard (Benthic Assessment Sediment, Australian River System) using same data. Those our...

10.1086/678949 article EN Freshwater Science 2014-10-03

Las orientaciones de la Revisión por Pares Software rOpenSci se compilan en un libro línea que sigue mejorando.Esta articulo blog resume las novedades nuestra Guía Desarrollo 0.9.0, con todos los cambios enumerados sección registro cambios.¡Ahora disponible español!

10.59350/sce7g-vhp14 preprint ES cc-by 2024-03-11
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