cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/2dhtz6y22p.1
title: Experimental results for the global/local sensor fusion algorithm using numerical P systems and ROS

description: This record presents experimental data that was recorded from ROS and processed using the statistical language R. The objective of the experiment was for a nano-quadcopter to detect the height of a previously unknown waypoint (Apriltag) and afterwards maintain a height as close as possible to that tag. Due to the lag of the fiducial tag detection algorithm, this algorithm uses the tag detection only at the beginning, for determining a waypoint and afterwards uses the local height sensor available onboard the quadcopter. The PDF files all contain plots that are produced by the attached R script (stats.r) by processing the three CSV files included in this record.
DOI: 10.17632/vbtc8f92wc.1
title: PIAAC_SII

description: PIAAC dta format
DOI: 10.7910/dvn/q5ucve/2nhhox
title: A20081832008213.tif.ovr
DOI: 10.7910/dvn/q5ucve/5zynuh
title: A20081532008182.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/agm2j5
title: A20081832008213.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/ebi2qk
title: A20081222008152.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/hzzazc
title: A20081532008182.tif.ovr
DOI: 10.7910/dvn/scfmvn/erv3zf
title: TABLE1.smcl
DOI: 10.7910/dvn/q5ucve/a9higj
title: A20080612008091.tif.ovr
DOI: 10.7910/dvn/q5ucve/cnmkof
title: A20080322008060.tif.ovr
DOI: 10.7910/dvn/q5ucve/qldhwx
title: A20080922008121.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/qnc8ek
title: A20080922008121.tif.ovr
DOI: 10.7910/dvn/q5ucve/ujs4hr
title: A20081222008152.tif.ovr
DOI: 10.7910/dvn/scfmvn/nxpp2j
title: TABLE9.smcl
DOI: 10.17632/gz64tjzw4m.1
title: Timing matters: traffic noise accelerates telomere loss rate differently across developmental stages

description: Data of telomere length of zebra finches at different ages
DOI: 10.7910/dvn/q5ucve/iasocn
title: A20080322008060.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/opvxzv
title: A20080612008091.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/yugdx2
title: A20080012008031.tif.aux.xml
DOI: 10.7910/dvn/scfmvn/iiqytk
title: TABLE9B.do
DOI: 10.17632/887v29p3wb.1
title: A state-space concomitant capture-recapture integrated model to improve population parameter estimates of sparse datasets

description: The present work demonstrated that a state-space formulation of an integrated concurrent marking-observation capture-recapture model (C-MOM) allows for concomitant marking and observing data collection processes, which is a violation of assumptions of classical mark-resight models available, such as the zero-truncated Poisson log-normal mixed effects (ZPNE). To assess C-MOM’s performance under different scenarios, its population parameters’ estimates were compared in terms of bias, precision and accuracy to estimates produced by a classical mark recapture (CMR) (based on Jolly-Seber) and the ZPNE in a virtual ecology study of the rock cavy (Kerodon rupestris). This small colonial rodent presents low capture, but high observation rates. In comparison to the CMR and the ZPNE, the C-MOM presented improved accuracy without overestimating precision. This approach enables scientists studying colonial or gregarious species to produce reliable population parameter’s estimates even budget and time restrictions result in sparse capture-recapture datasets. This analysis might be reproduced by running the R codes in this reprository, in the numbered order. You will need to have the software MARK installed in your computer. It is necessary to change the directory on the copied files before running (i.e. setwd()
DOI: 10.17632/gz64tjzw4m.2
title: Timing matters: traffic noise accelerates telomere loss rate differently across developmental stages

description: Data of telomere length of zebra finches at different ages
DOI: 10.17632/nbtd6ddvnv.1
title: Phillip Marlow - Photogeometric cues to perceived surface shading

description: The matlab file 'PERCEIVED SURFACE SHADING.m' generates the images used in Experiment 1 and 2 and Experiment 2 data.
DOI: 10.17632/s5crxbwsyc.1
title: Data from surveys performed in coffee harvesting fieldwork –Caldas, Colombia

description: These data is related with the answers obtained from a semi-structured survey done in a fieldwork with visits to 18 farms interviewing owners, farm administrators, stewards and harvesters to analyze general features, the planning and scheduling of human resources in coffee harvesting, problems perceived internally and externally, characteristics of certain lots and the forms of grain collection used by workers. There are 5 books, a book for each topic: - Farms: it Presents the data about general features of each farm visited. - Planning: Shows how the farms make the planning for harvesting and schedule the human resources. - Problems: Here are the problems considered in the farms from different approaches as general, planning, human resources and environmental problems. - Lots: This data describes the lots characteristics where harvesters were interviewed. - Harvesters: It shows the data from 90 harvesters interviewed where was analized methods of harvesting and differente indicators such as performance, quality, losses and effectiveness Each book has 3 sheets, the first one is the table with all the answes collected to each question of the topic, the second sheet shows a summary report of the data, andthird sheet shows statistics applied to data when is possible, such as ranges, less and more frequent values, mean, median, standard deviation and variance.
DOI: 10.17632/s5crxbwsyc.2
title: Data from surveys performed in coffee harvesting fieldwork –Caldas, Colombia

description: These data is related with the answers obtained from a semi-structured surveys done in June of 2017 in a fieldwork with visits to 18 farms interviewing owners, farm administrators, stewards and harvesters to analyze general features, the planning and scheduling of human resources in coffee harvesting, problems perceived internally and externally, characteristics of certain lots and the forms of grain collection used by workers. There are 5 books, a book for each topic: - Farms: it Presents the data about general features of each farm visited. - Planning: Shows how the farms make the planning for harvesting and schedule the human resources. - Problems: Here are the problems considered in the farms from different approaches as general, planning, human resources and environmental problems. - Lots: This data describes the lots characteristics where harvesters were interviewed. - Harvesters: It shows the data from 90 harvesters interviewed where was analized methods of harvesting and differente indicators such as performance, quality, losses and effectiveness Each book has 3 sheets, the first one is the table with all the answes collected to each question of the topic, the second sheet shows a summary report of the data, andthird sheet shows statistics applied to data when is possible, such as ranges, less and more frequent values, mean, median, standard deviation and variance.
DOI: 10.7910/dvn/q5ucve/2xki6g
title: A20073352007365.tif.ovr
DOI: 10.7910/dvn/q5ucve/jsd6m3
title: A20073052007334.tif.ovr
DOI: 10.7910/dvn/q5ucve/qzafcq
title: A20073352007365.tif.aux.xml
DOI: 10.7910/dvn/scfmvn/rfucvs
title: TABLE1B.do
DOI: 10.17632/dgxwnf6x9s.1
title: Sharpening Up Your Spectra: Broadband Homonuclear Decoupling in HSQC by Real-time Pure Shift Acquisition

description: NMR data
DOI: 10.7910/dvn/q5ucve/bnuaol
title: A20072442007273.tif.ovr
DOI: 10.7910/dvn/q5ucve/jqdkpv
title: A20073052007334.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/v0adf7
title: A20072442007273.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/xipbuy
title: A20072742007304.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/ypmbj4
title: A20072742007304.tif.ovr
DOI: 10.7910/dvn/q5ucve/7gb4fx
title: A20072132007243.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/d2ly0a
title: A20072132007243.tif.ovr
DOI: 10.7910/dvn/q5ucve/lc0fld
title: A20071822007212.tif.ovr
DOI: 10.13135/ela-153
title: Dedication of the phyle Kekropis?
DOI: 10.7910/dvn/q5ucve/3umzlk
title: A20071212007151.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/bsi3vw
title: A20070912007120.tif.ovr
DOI: 10.7910/dvn/q5ucve/emfl81
title: A20071522007181.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/hutvfs
title: A20071522007181.tif.ovr
DOI: 10.7910/dvn/q5ucve/piqp1v
title: A20071822007212.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/vwiswt
title: A20071212007151.tif.ovr
DOI: 10.7910/dvn/q5ucve/4poqbp
title: A20070912007120.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/etxcbd
title: A20070602007090.tif.ovr
DOI: 10.7910/dvn/q5ucve/nshgvu
title: A20070602007090.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/vb6kra
title: A20070322007059.tif.ovr
DOI: 10.7910/dvn/q5ucve/vm08pv
title: A20070012007031.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/xddrox
title: A20070322007059.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/81hahg
title: A20063052006334.tif.ovr
DOI: 10.7910/dvn/q5ucve/eyvbt1
title: A20063352006365.tif.ovr
DOI: 10.7910/dvn/q5ucve/ti5mel
title: A20063352006365.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/5axtxp
title: A20062742006304.tif.ovr
DOI: 10.7910/dvn/q5ucve/dcqg9g
title: A20062442006273.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/uwqvht
title: A20062742006304.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/yldlq6
title: A20063052006334.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/yt3str
title: A20062442006273.tif.ovr
DOI: 10.7910/dvn/q5ucve/80w589
title: A20061822006212.tif.ovr
DOI: 10.7910/dvn/q5ucve/etzeg8
title: A20061522006181.tif.ovr
DOI: 10.7910/dvn/q5ucve/qqmxyi
title: A20062132006243.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/ucoqlk
title: A20061822006212.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/wcmkd3
title: A20062132006243.tif.ovr
DOI: 10.7910/dvn/q5ucve/8tgxza
title: A20061212006151.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/aelamu
title: A20060602006090.tif.ovr
DOI: 10.7910/dvn/q5ucve/gwhabj
title: A20060912006120.tif.ovr
DOI: 10.7910/dvn/q5ucve/i2vilz
title: A20060912006120.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/l3mpgn
title: A20061522006181.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/w2xlys
title: A20061212006151.tif.ovr
DOI: 10.6084/m9.figshare.7046441
title: Interview - Glen Payne

description: This dataset 'Interview - NAME’ is a component of a Doctor Of Philosophy conducted by candidate Alexander Hayes (3919493) titled 'The Socioethical Implications Of Body Worn Computers: An Ethnographic Study'. The full thesis can be accessed at https://ro.uow.edu.au/theses1/853<br>This research was conducted in the Faculty of Engineering and Information Systems, School of Computing and Information Technology (SCIT), University of Wollongong with research strength Innovation in Business & Social Research under Principal Supervisor Professor Katina Michael (University of Wollongong) and Associate Supervisor Dr Teemu Leinonen (Aalto University Finland). This thesis explores the socioethical implications of body worn computers (BWC) using an ethnographic approach. Furthermore, a subset, body worn cameras (BWCs), combines data with value added constancy through Location Based Services (LBS) over wireless network connections. The aim of this investigation was to engage global leaders from transdisciplinary stakeholder groups in semi-structured interviews, conversations and events, situating a review of the social impact and ethical implications of BWCs. A critical discourse analysis using a Foucauldian approach reveals power relations, which are then infused through narrative with unique intercultural perspectives, differentiating ‘location’ from ‘place’. The author of this study has subsequently identified through Grounded Theory that BWCs are causal agency for disconnect from proper culture which can be addressed through the application of Ngikalikarra, a unique framework for empathetic understanding of place and community engagement.
DOI: 10.7910/dvn/edqa1c/yawqad
title: Lake Surface Temperature, LV, Raster, 7-2002 to 5-2016 Metadata.pdf
DOI: 10.7910/dvn/q5ucve/ciympn
title: A20060602006090.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/kqr3l0
title: A20060322006059.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/ng5x4i
title: A20060322006059.tif.ovr
DOI: 10.7910/dvn/q5ucve/y59bgv
title: A20053352005365.tif.ovr
DOI: 10.7910/dvn/q5ucve/7i87gv
title: A20053352005365.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/kwh1kw
title: A20053052005334.tif.ovr
DOI: 10.7910/dvn/q5ucve/rcjrpv
title: A20052742005304.tif.ovr
DOI: 10.7910/dvn/q5ucve/u7awe8
title: A20053052005334.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/yayrdk
title: A20052742005304.tif.aux.xml
DOI: 10.5281/zenodo.1485915
title: Data From: Robust And Automatic Definition Of Microbiome States

description: Output files of the application of our R software (available at https://github.com/wilkinsonlab/robust-clustering-metagenomics) to different microbiome dataset already published.

Prefixes:<br>
* David2014_: original microbiome dataset published in [David et al.,2014] (http://genomebiology.com/2014/15/7/R89)<br>
* Ballou2016_: original microbiome dataset published in [Ballou et al.,2016] (http://journal.frontiersin.org/article/10.3389/fvets.2016.00002/full)<br>
* Gajer2012_: original microbiome dataset published in [Gajer et al.,2012] (http://stm.sciencemag.org/content/4/132/132ra52.long)<br>
* LaRosa2014_: original microbiome dataset published in [LaRosa et al.,2014] (http://www.pnas.org/cgi/doi/10.1073/pnas.1409497111)<br>
* Dam2016_: original microbiome dataset published in [Dam et al.,2016] (https://www.nature.com/articles/npjsba20167)<br>
* Caporaso[Lpalm|Rpalm|Tongue]_: original microbiome dataset published in [Caporaso et al.,2011] (https://genomebiology.biomedcentral.com/articles/10.1186/gb-2011-12-5-r50)<br>
* Ravel2011_: original microbiome dataset published in [Ravel et al.,2011] (http://www.pnas.org/content/108/Supplement_1/4680)

Sufixes:<br>
_All: all taxa<br>
_Dominant: only 1% most abundant taxa<br>
_NonDominant: remaining taxa after removing above dominant taxa<br>
_GenusAll: taxa aggregated at genus level<br>
_GenusDominant: taxa aggregated at genes level and then to select only 1% most abundant taxa<br>
_GenusNonDominant: taxa aggregated at genus level and then to remove 1% most abundant taxa

<br>
Each folder contains the following output files related to the same input dataset:<br>
- data.normAndDist_definitiveClustering_XXX.RData: R data file with a) a phyloseq object (including OTU table, meta-data and cluster assigned to each sample); and b) a distance matrix object.<br>
- definitiveClusteringResults_XXX.txt: text file with assessment measures of the selected clustering.<br>
- sampleId-cluster_pairs_XXX.txt: text file. Two columns, comma separated file: sampleID,clusterID<br>
- robustClustering_allTogether_formatted.pdf: graph file, with the results of the robust clustering assessment.<br>
- pcoa_definitiveClustering_X_kY_colorByCluster.pdf: graph file, with samples represented in Principal COordinate Analysis, with different point color associated to the assigned cluster.<br>
- statesSequence_XXX.pdf (if longitudinal data): graph file, a time series diagram representing the sequence of states over time per subject.
DOI: 10.5281/zenodo.1485916
title: Data From: Robust And Automatic Definition Of Microbiome States

description: Output files of the application of our R software (available at https://github.com/wilkinsonlab/robust-clustering-metagenomics) to different microbiome dataset already published.

Prefixes:<br>
* David2014_: original microbiome dataset published in [David et al.,2014] (http://genomebiology.com/2014/15/7/R89)<br>
* Ballou2016_: original microbiome dataset published in [Ballou et al.,2016] (http://journal.frontiersin.org/article/10.3389/fvets.2016.00002/full)<br>
* Gajer2012_: original microbiome dataset published in [Gajer et al.,2012] (http://stm.sciencemag.org/content/4/132/132ra52.long)<br>
* LaRosa2014_: original microbiome dataset published in [LaRosa et al.,2014] (http://www.pnas.org/cgi/doi/10.1073/pnas.1409497111)<br>
* Dam2016_: original microbiome dataset published in [Dam et al.,2016] (https://www.nature.com/articles/npjsba20167)<br>
* Caporaso[Lpalm|Rpalm|Tongue]_: original microbiome dataset published in [Caporaso et al.,2011] (https://genomebiology.biomedcentral.com/articles/10.1186/gb-2011-12-5-r50)<br>
* Ravel2011_: original microbiome dataset published in [Ravel et al.,2011] (http://www.pnas.org/content/108/Supplement_1/4680)

Sufixes:<br>
_All: all taxa<br>
_Dominant: only 1% most abundant taxa<br>
_NonDominant: remaining taxa after removing above dominant taxa<br>
_GenusAll: taxa aggregated at genus level<br>
_GenusDominant: taxa aggregated at genes level and then to select only 1% most abundant taxa<br>
_GenusNonDominant: taxa aggregated at genus level and then to remove 1% most abundant taxa

<br>
Each folder contains the following output files related to the same input dataset:<br>
- data.normAndDist_definitiveClustering_XXX.RData: R data file with a) a phyloseq object (including OTU table, meta-data and cluster assigned to each sample); and b) a distance matrix object.<br>
- definitiveClusteringResults_XXX.txt: text file with assessment measures of the selected clustering.<br>
- sampleId-cluster_pairs_XXX.txt: text file. Two columns, comma separated file: sampleID,clusterID<br>
- robustClustering_allTogether_formatted.pdf: graph file, with the results of the robust clustering assessment.<br>
- pcoa_definitiveClustering_X_kY_colorByCluster.pdf: graph file, with samples represented in Principal COordinate Analysis, with different point color associated to the assigned cluster.<br>
- statesSequence_XXX.pdf (if longitudinal data): graph file, a time series diagram representing the sequence of states over time per subject.
DOI: 10.7910/dvn/q5ucve/hpad1l
title: A20052442005273.tif.ovr
DOI: 10.7910/dvn/q5ucve/ni701r
title: A20052132005243.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/rrpxfi
title: A20052132005243.tif.ovr
DOI: 10.7910/dvn/q5ucve/webxby
title: A20052442005273.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/2o7syj
title: A20051522005181.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/3qkjko
title: A20050912005120.tif.ovr
DOI: 10.7910/dvn/q5ucve/iun99a
title: A20051522005181.tif.ovr
DOI: 10.7910/dvn/q5ucve/rrz6q1
title: A20051822005212.tif.ovr
DOI: 10.7910/dvn/q5ucve/rvnsca
title: A20051212005151.tif.ovr
DOI: 10.7910/dvn/q5ucve/tzgktd
title: A20051822005212.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/9ivpaq
title: A20050912005120.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/acobki
title: A20050602005090.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/g6sg5p
title: A20050602005090.tif.ovr
DOI: 10.7910/dvn/q5ucve/urscj2
title: A20051212005151.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/yo0qx3
title: A20050322005059.tif.ovr
DOI: 10.7910/dvn/q5ucve/3t7qrp
title: A20040012004031.tif.ovr
DOI: 10.7910/dvn/q5ucve/ospxhx
title: A20050322005059.tif.aux.xml
DOI: 10.7910/dvn/wdlzgr/avgx7i
title: Wind Direction Metadata.pdf
DOI: 10.7910/dvn/q5ucve/jtabgg
title: A20040012004031.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/kifaar
title: A20043062004335.tif.ovr
DOI: 10.7910/dvn/q5ucve/phj6nl
title: A20043362004366.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/zhpvz1
title: A20043362004366.tif.ovr
DOI: 10.7910/dvn/q5ucve/cg3lrw
title: A20042752004305.tif.ovr
DOI: 10.7910/dvn/q5ucve/itbbia
title: A20043062004335.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/jtoqmw
title: A20042452004274.tif.ovr
DOI: 10.7910/dvn/q5ucve/qrwkwc
title: A20042752004305.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/3kwg9c
title: A20042142004244.tif.ovr
DOI: 10.7910/dvn/q5ucve/gxsvik
title: A20042142004244.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/s3vmkb
title: A20041832004213.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/u3qpju
title: A20042452004274.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/v29yf6
title: A20041832004213.tif.ovr
DOI: 10.7910/dvn/q5ucve/4qbyqp
title: A20041222004152.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/6htrsg
title: A20040612004091.tif.ovr
DOI: 10.7910/dvn/q5ucve/8twr62
title: A20041222004152.tif.ovr
DOI: 10.7910/dvn/q5ucve/av79zq
title: A20040612004091.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/joniow
title: A20040922004121.tif.ovr
DOI: 10.7910/dvn/q5ucve/mpxthk
title: A20041532004182.tif.ovr
DOI: 10.7910/dvn/q5ucve/w42raq
title: A20041532004182.tif.aux.xml
DOI: 10.7910/dvn/ujemhw/4a7ycc
title: Replication Code for Compulsory Voting and Dissatisfaction with Democracy, by Shane Singh.do
DOI: 10.5281/zenodo.1486267
title: W and b arrays

description: Check reference below (to be added when the paper is published)

https://www.researchgate.net/publication/329336392_15_Neural_Networks_-_Buckling_-_Cellular_Steel_Beams
DOI: 10.7910/dvn/8o64s9/fxxkko
title: replication code for Carlin and Singh, Executive Power and Economic Accountability, JOP.do
DOI: 10.7910/dvn/8o64s9/mh0fts
title: Data for Carlin and Singh, Executive Power and Economic Accountability, JOP.tab
DOI: 10.7910/dvn/q5ucve/h17iur
title: A20040322004060.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/ksd5dq
title: A20040322004060.tif.ovr
DOI: 10.7910/dvn/q5ucve/zj2sg5
title: A20040922004121.tif.aux.xml
DOI: 10.7910/dvn/ujemhw/dmtwii
title: Replication Data for Compulsory Voting and Dissatisfaction with Democracy, by Shane Singh.dta
DOI: 10.7910/dvn/wdlzgr/btf7ed
title: Wind_dir_2009_12.tif.xml
DOI: 10.7910/dvn/wdlzgr/kidwxh
title: Wind_dir_2009_1.tif.xml
DOI: 10.7910/dvn/wdlzgr/tgd1kg
title: Wind_dir_2011_8.tif.xml
DOI: 10.7910/dvn/q5ucve/4q5vyq
title: A20033352003365.tif.ovr
DOI: 10.7910/dvn/q5ucve/b9rjdv
title: A20032742003304.tif.ovr
DOI: 10.7910/dvn/q5ucve/gp9svf
title: A20033352003365.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/jilqpi
title: A20033052003334.tif.aux.xml
DOI: 10.7910/dvn/wdlzgr/3uuaik
title: Wind_dir_2008_1.tif.xml
DOI: 10.7910/dvn/wdlzgr/ft1z6m
title: Wind_dir_2005_9.tif.xml
DOI: 10.7910/dvn/wdlzgr/l49ema
title: Wind_dir_2007_2.tif.xml
DOI: 10.7910/dvn/wdlzgr/ywo9rz
title: Wind_dir_2005_2.tif.aux.xml
DOI: 10.7910/dvn/q5ucve/c6ovhw
title: A20032442003273.tif.aux.xml
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DOI: 10.5523/bris.c37i54e3qkv82tpybrme1ianv
title: Life Chances: low income families in urban areas
title: Productive Margins: Life Chances: reimagining regulatory systems for low-income families in modern urban settings

description: This project is part of the Productive Margins: Regulating for Engagement programme, and concerns concerns life on a low income for families with children in two urban areas in England and Wales. Using creative methods, it involved collaboration between academics, two community organisations and artists.
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