cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7702790
title: A systems vaccinology resource to develop and test computational models of immunity for pertussis boost (CMI-PB): 1st challenge dataset

description: The goal of the CMI-PB prediction contest is to foster a collaborative research community that can collectively tackle challenges and accelerates scientific progress beyond the capabilities of individual researchers or groups. The CMI-PB consortium has curated multi-source data from multiple individuals, encompassing Ab titers (around four antibodies/features), cell frequency (approximately 20 cell types/features), gene expression (roughly 50,000 RNA transcripts/features), and plasma proteomics (around 50 proteins/features). The challenge requires integrating these diverse data sources to predict different immune responses or tasks. Specifically, you will utilize multi-source data from several individuals on day 0 (baseline) to predict specific immune responses at later time points (1, 3, 7, and 14 days post-booster vaccination). The first CMI-PB challenge, which is an internal challenge, was conducted using datasets from 2020 (train) and 2021 (test). In the following sections, we provide detailed information on the datasets, challenge tasks, submission format, descriptions, and access to the necessary data files for participants to develop their models and make predictions. <br> <strong>A) Multiomics CMI-PB dataset:</strong> We propose a study design that enables a systems-level understanding of the immune responses through computational modeling. Our cohort comprises aP vs. wP infancy-primed subjects boosted with Tdap. We recruit individuals born before 1995 (wP) and after 1996 (aP), collect baseline plasma and blood samples, and then at 1, 3, 7 and 14 days post booster vaccination. With the obtained samples processed, we generated omics data by: Bulk PBMCs transcriptomics, Plasma proteomics using Olink, which provides a quantitative readout of cytokines, chemokines, and other immune factors, Cell frequency in PBMCs using flow cytometry, Tdap-specific antibodies levels <strong>B) List of tasks can be accessed using the “List of tasks for challenge 1.docx” file, and submissions need to submit in provided format here: “submission template challenge 1.tsv”</strong> <strong>C) Datasets for model building and making predictions:</strong> Data files are divided into two categories: 1) raw dataset and 2) computable matrices. <strong>Raw dataset: </strong>This raw-most dataset is divided into training and test datasets. <strong>Computable matrices: </strong>There are three different types of computable matrices. a) Full: These files are generated by dividing raw files into sub-files specific to planned days specific to vaccination. b) harmonized: These are generated by preserving only overlapping features between train and test datasets. b) imputed: MICE imputation is performed to impute missing values in the dataset. <strong>To learn more about the CMI-PB prediction challenge, visit our website at www.cmi-pb.org.</strong>
DOI: 10.48597/vse7-y6u4
title: Measurement of Nitric_acid at Norunda Stenen

description: Measurement of Nitric_acid at Norunda Stenen
DOI: 10.48597/weht-hn6b
title: Measurement of Particle_number_size_distribution at Leipzig

description: Measurement of Particle_number_size_distribution at Leipzig
DOI: 10.48597/x8rz-7fk4
title: Measurement of Aerosol_absorption_coefficient at Anmyeon-do

description: Measurement of Aerosol_absorption_coefficient at Anmyeon-do
DOI: 10.48597/y698-7fdx
title: Measurement of Calcium at Abisko

description: Measurement of Calcium at Abisko
DOI: 10.48597/y8vw-3t4e
title: Measurement of Particle_number_size_distribution at Finokalia

description: Measurement of Particle_number_size_distribution at Finokalia
DOI: 10.48597/ybf9-yxxg
title: Measurement of Potassium at Rickleå

description: Measurement of Potassium at Rickleå
DOI: 10.48597/ycwk-qfhv
title: Measurement of Nitrate at Abisko

description: Measurement of Nitrate at Abisko
DOI: 10.48597/yh8w-dz7n
title: Measurement of Aerosol_absorption_coefficient at Anmyeon-do

description: Measurement of Aerosol_absorption_coefficient at Anmyeon-do
DOI: 10.48597/z4yn-snsa
title: Measurement of Conductivity at Ammarnäs

description: Measurement of Conductivity at Ammarnäs
DOI: 10.48597/zz43-btby
title: Measurement of pH at Abisko

description: Measurement of pH at Abisko
DOI: 10.48597/2364-cpd3
title: Measurement of Conductivity at Yarner Wood

description: Measurement of Conductivity at Yarner Wood
DOI: 10.48597/2sdu-vcf9
title: Measurement of Precipitation_amount at Strath Vaich Dam

description: Measurement of Precipitation_amount at Strath Vaich Dam
DOI: 10.48597/2sh5-3awq
title: Measurement of Sodium at High Muffles

description: Measurement of Sodium at High Muffles
DOI: 10.48597/36gj-g9ra
title: Measurement of Ammonium at Yarner Wood

description: Measurement of Ammonium at Yarner Wood
DOI: 10.6084/m9.figshare.23014556
title: <strong>Evidence of hybridization between genetically distinct Baltic cod stocks during peak population abundance(s)</strong>

description: Range expansions can lead to increased contact of divergent populations, thus increasing the potential of hybridization events. Whether viable hybrids are produced will most likely depend on the level of genomic divergence and associated genomic incompatibilities between the different entities as well as environmental conditions. By taking advantage of historical Baltic cod (<em>Gadus morhua</em>) otolith samples combined with genotyping and whole genome sequencing, we here investigate the genetic impact of the increased spawning stock biomass of the eastern Baltic cod stock in the mid 1980s. The eastern Baltic cod is genetically highly differentiated from the adjacent western Baltic cod, and locally adapted to the brackish environmental conditions in the deeper Eastern basins of the Baltic Sea unsuitable for its marine counterparts. Our genotyping results show an increased proportion of eastern Baltic cod in western Baltic areas (Mecklenburg Bay and Arkona Basin) – indicative of a range expansion westwards – during the peak population abundance in the 1980s. Additionally, we detect high frequencies of potential hybrids (including F1, F2 and backcrosses), verified by whole genome sequencing data for a subset of individuals. Analysis of mitochondrial genomes further indicates directional gene flow from eastern Baltic cod males to western Baltic cod females. Our findings unravel that increased overlap in distribution can promote hybridization between highly divergent populations, and that the hybrids can be viable and survive under specific and favourable environmental conditions. However, the observed hybridization had seemingly no long-lasting impact on the continuous separation and genetic differentiation between the unique Baltic cod stocks.
DOI: 10.48597/3awk-6wgj
title: Measurement of Sulphate_total at High Muffles

description: Measurement of Sulphate_total at High Muffles
DOI: 10.6084/m9.figshare.23014556.v1
title: <strong>Evidence of hybridization between genetically distinct Baltic cod stocks during peak population abundance(s)</strong>

description: Range expansions can lead to increased contact of divergent populations, thus increasing the potential of hybridization events. Whether viable hybrids are produced will most likely depend on the level of genomic divergence and associated genomic incompatibilities between the different entities as well as environmental conditions. By taking advantage of historical Baltic cod (<em>Gadus morhua</em>) otolith samples combined with genotyping and whole genome sequencing, we here investigate the genetic impact of the increased spawning stock biomass of the eastern Baltic cod stock in the mid 1980s. The eastern Baltic cod is genetically highly differentiated from the adjacent western Baltic cod, and locally adapted to the brackish environmental conditions in the deeper Eastern basins of the Baltic Sea unsuitable for its marine counterparts. Our genotyping results show an increased proportion of eastern Baltic cod in western Baltic areas (Mecklenburg Bay and Arkona Basin) – indicative of a range expansion westwards – during the peak population abundance in the 1980s. Additionally, we detect high frequencies of potential hybrids (including F1, F2 and backcrosses), verified by whole genome sequencing data for a subset of individuals. Analysis of mitochondrial genomes further indicates directional gene flow from eastern Baltic cod males to western Baltic cod females. Our findings unravel that increased overlap in distribution can promote hybridization between highly divergent populations, and that the hybrids can be viable and survive under specific and favourable environmental conditions. However, the observed hybridization had seemingly no long-lasting impact on the continuous separation and genetic differentiation between the unique Baltic cod stocks.
DOI: 10.48597/3e9j-sx3g
title: Measurement of Chloride at Lough Navar

description: Measurement of Chloride at Lough Navar
DOI: 10.48597/3ut8-pqdv
title: Measurement of Precipitation_amount at Yarner Wood

description: Measurement of Precipitation_amount at Yarner Wood
DOI: 10.48597/4dju-g8fj
title: Measurement of Chloride at Yarner Wood

description: Measurement of Chloride at Yarner Wood
DOI: 10.48597/4ez3-2x22
title: Measurement of Chloride at High Muffles

description: Measurement of Chloride at High Muffles
DOI: 10.48597/4f87-3zxv
title: Measurement of Calcium at Yarner Wood

description: Measurement of Calcium at Yarner Wood
DOI: 10.48597/4j47-3zx2
title: Measurement of Potassium at Yarner Wood

description: Measurement of Potassium at Yarner Wood
DOI: 10.48597/4kax-r832
title: Measurement of Sulphate_total at Yarner Wood

description: Measurement of Sulphate_total at Yarner Wood
DOI: 10.48597/5tpz-anuw
title: Measurement of Magnesium at Yarner Wood

description: Measurement of Magnesium at Yarner Wood
DOI: 10.48597/5wa7-h59g
title: Measurement of Nitrate at Eskdalemuir

description: Measurement of Nitrate at Eskdalemuir
DOI: 10.48597/682k-kcxt
title: Measurement of Mercury at Chilbolton Observatory

description: Measurement of Mercury at Chilbolton Observatory
DOI: 10.48597/6jes-htnr
title: Measurement of Calcium at Eskdalemuir

description: Measurement of Calcium at Eskdalemuir
DOI: 10.48597/6mr3-gvh6
title: Measurement of Conductivity at Eskdalemuir

description: Measurement of Conductivity at Eskdalemuir
DOI: 10.48597/6rma-ucgv
title: Measurement of Ammonium at Lough Navar

description: Measurement of Ammonium at Lough Navar
DOI: 10.48597/6tmr-f632
title: Measurement of Potassium at Strath Vaich Dam

description: Measurement of Potassium at Strath Vaich Dam
DOI: 10.48597/6wu3-9qda
title: Measurement of Chloride at Eskdalemuir

description: Measurement of Chloride at Eskdalemuir
DOI: 10.48597/77pg-jyvu
title: Measurement of Sodium at Yarner Wood

description: Measurement of Sodium at Yarner Wood
DOI: 10.48597/85br-3jm4
title: Measurement of Nitrate at High Muffles

description: Measurement of Nitrate at High Muffles
DOI: 10.48597/85hw-3w4b
title: Measurement of pH at Eskdalemuir

description: Measurement of pH at Eskdalemuir
DOI: 10.48597/8evh-8err
title: Measurement of Magnesium at Lough Navar

description: Measurement of Magnesium at Lough Navar
DOI: 10.48597/9jr7-ht8z
title: Measurement of Sodium at High Muffles

description: Measurement of Sodium at High Muffles
DOI: 10.48597/9xv9-bdun
title: Measurement of Calcium at Yarner Wood

description: Measurement of Calcium at Yarner Wood
DOI: 10.48597/ak4t-dkw7
title: Measurement of pH at Eskdalemuir

description: Measurement of pH at Eskdalemuir
DOI: 10.48597/aurr-s4r7
title: Measurement of Ammonium at Yarner Wood

description: Measurement of Ammonium at Yarner Wood
DOI: 10.48597/aw6s-mc3u
title: Measurement of Precipitation_amount at Lough Navar

description: Measurement of Precipitation_amount at Lough Navar
DOI: 10.48597/b4jk-k5r8
title: Measurement of Chloride at Eskdalemuir

description: Measurement of Chloride at Eskdalemuir
DOI: 10.48597/ds6u-2j4s
title: Measurement of Sodium at Strath Vaich Dam

description: Measurement of Sodium at Strath Vaich Dam
DOI: 10.48597/ds79-gu8h
title: Measurement of Precipitation_amount at High Muffles

description: Measurement of Precipitation_amount at High Muffles
DOI: 10.48597/dvdy-545f
title: Measurement of Calcium at High Muffles

description: Measurement of Calcium at High Muffles
DOI: 10.48597/ehxz-nqpy
title: Measurement of Sulphate_total at Yarner Wood

description: Measurement of Sulphate_total at Yarner Wood
DOI: 10.48597/ejeh-dsw9
title: Measurement of Conductivity at Strath Vaich Dam

description: Measurement of Conductivity at Strath Vaich Dam
DOI: 10.48597/f9rn-5bdz
title: Measurement of pH at Strath Vaich Dam

description: Measurement of pH at Strath Vaich Dam
DOI: 10.48597/fjwd-99xr
title: Measurement of Potassium at Yarner Wood

description: Measurement of Potassium at Yarner Wood
DOI: 10.48597/fpt5-65gb
title: Measurement of Ammonium at High Muffles

description: Measurement of Ammonium at High Muffles
DOI: 10.48597/fxug-3atw
title: Measurement of Precipitation_amount at Eskdalemuir

description: Measurement of Precipitation_amount at Eskdalemuir
DOI: 10.48597/fzab-xxdf
title: Measurement of Nitrate at Lough Navar

description: Measurement of Nitrate at Lough Navar
DOI: 10.48597/g7ke-rkqq
title: Measurement of Potassium at Strath Vaich Dam

description: Measurement of Potassium at Strath Vaich Dam
DOI: 10.48597/gekm-gw98
title: Measurement of Precipitation_amount at Auchencorth Moss

description: Measurement of Precipitation_amount at Auchencorth Moss
DOI: 10.48597/guek-9v6t
title: Measurement of Ammonium at Strath Vaich Dam

description: Measurement of Ammonium at Strath Vaich Dam
DOI: 10.48597/h57c-62bc
title: Measurement of Chloride at Strath Vaich Dam

description: Measurement of Chloride at Strath Vaich Dam
DOI: 10.48597/h9gr-ey53
title: Measurement of Magnesium at Strath Vaich Dam

description: Measurement of Magnesium at Strath Vaich Dam
DOI: 10.48597/h9qm-h5bp
title: Measurement of Precipitation_amount at Strath Vaich Dam

description: Measurement of Precipitation_amount at Strath Vaich Dam
DOI: 10.48597/hgcg-gwav
title: Measurement of Potassium at Eskdalemuir

description: Measurement of Potassium at Eskdalemuir
DOI: 10.48597/hgg2-n59f
title: Measurement of pH at Yarner Wood

description: Measurement of pH at Yarner Wood
DOI: 10.48597/hpc8-c89g
title: Measurement of Ammonium at Eskdalemuir

description: Measurement of Ammonium at Eskdalemuir
DOI: 10.48597/j2mz-mmw8
title: Measurement of Ammonium at Eskdalemuir

description: Measurement of Ammonium at Eskdalemuir
DOI: 10.48597/jqgf-5c4e
title: Measurement of Precipitation_amount at Chilbolton Observatory

description: Measurement of Precipitation_amount at Chilbolton Observatory
DOI: 10.48597/ju3h-cgad
title: Measurement of Sulphate_total at Lough Navar

description: Measurement of Sulphate_total at Lough Navar
DOI: 10.48597/k3rd-8ee7
title: Measurement of Conductivity at High Muffles

description: Measurement of Conductivity at High Muffles
DOI: 10.48597/k4bu-k4x5
title: Measurement of Sodium at Lough Navar

description: Measurement of Sodium at Lough Navar
DOI: 10.48597/kcd7-qaa4
title: Measurement of Sodium at Lough Navar

description: Measurement of Sodium at Lough Navar
DOI: 10.48597/kjwv-7cpa
title: Measurement of Magnesium at High Muffles

description: Measurement of Magnesium at High Muffles
DOI: 10.48597/kt9u-t7pf
title: Measurement of Magnesium at Eskdalemuir

description: Measurement of Magnesium at Eskdalemuir
DOI: 10.48597/mw4a-fvut
title: Measurement of Chloride at Yarner Wood

description: Measurement of Chloride at Yarner Wood
DOI: 10.48597/n4es-g6dn
title: Measurement of Ammonium at Yarner Wood

description: Measurement of Ammonium at Yarner Wood
DOI: 10.48597/n696-mrx9
title: Measurement of Precipitation_amount at Yarner Wood

description: Measurement of Precipitation_amount at Yarner Wood
DOI: 10.48597/nbrr-pnme
title: Measurement of Sulphate_total at Lough Navar

description: Measurement of Sulphate_total at Lough Navar
DOI: 10.48597/ndpa-ef8y
title: Measurement of Sulphate_total at Strath Vaich Dam

description: Measurement of Sulphate_total at Strath Vaich Dam
DOI: 10.48597/nuyz-p6tq
title: Measurement of Precipitation_amount at Yarner Wood

description: Measurement of Precipitation_amount at Yarner Wood
DOI: 10.48597/pbyz-48dd
title: Measurement of Calcium at Strath Vaich Dam

description: Measurement of Calcium at Strath Vaich Dam
DOI: 10.48597/pggf-k7a2
title: Measurement of Sulphate_total at High Muffles

description: Measurement of Sulphate_total at High Muffles
DOI: 10.48597/punv-2v4t
title: Measurement of Mercury at Auchencorth Moss

description: Measurement of Mercury at Auchencorth Moss
DOI: 10.48597/qbew-zxqx
title: Measurement of Conductivity at Lough Navar

description: Measurement of Conductivity at Lough Navar
DOI: 10.48597/qjxt-gfjq
title: Measurement of Nitrate at Yarner Wood

description: Measurement of Nitrate at Yarner Wood
DOI: 10.48597/qqyn-apbz
title: Measurement of Potassium at High Muffles

description: Measurement of Potassium at High Muffles
DOI: 10.48597/qsxn-erms
title: Measurement of Sodium at Eskdalemuir

description: Measurement of Sodium at Eskdalemuir
DOI: 10.48597/qw46-tjeg
title: Measurement of Ammonium at Yarner Wood

description: Measurement of Ammonium at Yarner Wood
DOI: 10.48597/rak4-cumk
title: Measurement of pH at Strath Vaich Dam

description: Measurement of pH at Strath Vaich Dam
DOI: 10.48597/s4u8-wr2c
title: Measurement of pH at Lough Navar

description: Measurement of pH at Lough Navar
DOI: 10.48597/s6b5-v8rv
title: Measurement of Chloride at Strath Vaich Dam

description: Measurement of Chloride at Strath Vaich Dam
DOI: 10.48597/t3yd-d9gd
title: Measurement of Sodium at Yarner Wood

description: Measurement of Sodium at Yarner Wood
DOI: 10.48597/tkdy-z7fg
title: Measurement of Calcium at Strath Vaich Dam

description: Measurement of Calcium at Strath Vaich Dam
DOI: 10.48597/twx2-k2mf
title: Measurement of Chloride at Lough Navar

description: Measurement of Chloride at Lough Navar
DOI: 10.48597/tzxn-yexf
title: Measurement of Pm25_mass at Chilbolton Observatory

description: Measurement of Pm25_mass at Chilbolton Observatory
DOI: 10.48597/u3x7-pmh7
title: Measurement of Ammonium at High Muffles

description: Measurement of Ammonium at High Muffles
DOI: 10.48597/ua45-rks3
title: Measurement of Potassium at Lough Navar

description: Measurement of Potassium at Lough Navar
DOI: 10.48597/uhhn-jwzq
title: Measurement of Chloride at High Muffles

description: Measurement of Chloride at High Muffles
DOI: 10.48597/urt3-z6qv
title: Measurement of Precipitation_amount at High Muffles

description: Measurement of Precipitation_amount at High Muffles
DOI: 10.48597/v5zk-yuvy
title: Measurement of pH at High Muffles

description: Measurement of pH at High Muffles
DOI: 10.48597/vbut-p7dc
title: Measurement of Calcium at Lough Navar

description: Measurement of Calcium at Lough Navar
DOI: 10.25549/whittington-ouc17014469
title: Presentation of Cup & Plaque, Los Angeles, Calif., 1941

description: 3 photographs of a man being presented with a plaque and a trophy by one man and by 3 men, Los Angeles, California, 1941 July 28. "Subject: Presentation of cup & plaque to owner of Zol [?] Shoe Repair Store." "Client: Goodyear Tire & Rubber Co[mpany], c/o Shoe Products Dep[artmen]t, 1415 E[ast] Olympic B[ou]l[e]v[ar]d, Mr. E. S. Lower; operator's report - name: Vannice; in city; Amount: 8.50" - on envelope. "The Goodyear Tire & Rubber Company, Inc[orporated], E. S. Lower, Sole and Heel Dep[artmen]t, 1415 E[ast] Olympic B[ou]l[e]v[ar]d, Los Angeles, Calif[ornia]" - on business card.
DOI: 10.25549/whittington-ouc17014472
title: Street scenes on E. 12th St., Los Angeles, Calif., 1941

description: 5 photographs showing an industrial complex with dust in the air and numerous vehicles, Los Angeles, California, 1941 July 7. "Subject: Street scenes on E[ast] 12th St[reet] near Crown Body to show dust in the ir and congested traffic situations." "Client: Crown Body Corp[oration], Mr. Brockway; operator's report - name: Brown; 5 original photographs - size 4x5s; ext[eriors]; 2 trips; in city; Amount: 12.00" - on envelope. Editor's note: at this time Crown Body was at 2500 East 12th Street.
DOI: 10.25549/whittington-ouc17015789
title: Detail of damage to La Salle, Los Angeles, Calif., 1939

description: 6 photographs of damage to red 1939 La Salle car, in an auto repair shop. "Subject: '39 Red La Salle - Texas A21466 at Pacific Auto Body Works, Client: Zurich Ins. Co. Citizens Bank, Mr. hampton, Operator's Report -- Name: Jack" -- on envelope
DOI: 10.25549/whittington-ouc17014475
title: Damage to Bus #411, Los Angeles, Calif., 1941

description: 4 photographs of a Greyhound bus with the destination Kansas City, in a bus garage in Los Angeles, California, 1941 June 17. "Client: Pac[ific] Greyhound; Agency: Western Adjusting Bureau, Mr. Loretz; operator's report - name: Ed; in city: Amount: 11.00" - on envelope. "Meet Mr. Sabin at Pac[ific] Greyhound Garage, 711 Decatur St[reet]; Job: Bus involved in Bakersfield accident, all 4 sides, close up of damage to rear, get truck #411" - on job card.
DOI: 10.25549/whittington-ouc17014476
title: Publicity in office of Mr. Faries, Los Angeles, Calif., 1941

description: 4 photographs of an Asian woman in traditional dress interacting with several men in suits, as well as an image of one of the men by himself, Los Angeles, California, 1941 July 15. "Client: China Relief Ass[ociatio]n; Agency: Elwood Robinson Co[mpany], Harry Bennett; operator's report - name: D[ick] W[hittington]; in city; Amount: 11.00" - on envelope.
DOI: 10.25549/whittington-ouc17016086
title: Northern California scenery + views, 1939

description: 23 photographs of Northern California views. Notable images of Pier 34 'Nippon Yussen Kaisha', California State Capitol Building in Sacramento, San Francisco Chinatown, a gold miner, and shots of redwoods and mountains at Yosemite National Park and other national parks. "Subject: Northern Cal views, Client: Whittington" -- on envelope
DOI: 10.25549/whittington-ouc17014733
title: Intersection Olympic & Olive Streets, Los Angeles, Calif., 1941

description: 3 photographs of an intersection, 2 from street level and one from the Trav-L-Lab ladder, Los Angeles, California, 1941 June 13. "Client: Hartford Ind[emnity] Co[mpany], Mr. Nolen; incl[uding] use of Trav-L-Lab 5.00; in city: Amount: 12.00" - on envelope. "Job: 1 shot from Trav-L-Lab from about 100 f[ee]t west of Olive, looking east to show intersection and location of W.P.A. tower (if it is still there, if not show scar on pavement where it was). If 100 f[ee]t is too far to get in good view of intersection, 50 or 75 [feet] is O.K.; 1 shot from ground, eye-level, 100 f[ee]t so[uth] of Olympic looking no[rth] toward intersection. Get in center of the street; 1 [looking north] from ground 100 f[ee]t e[ast] of Olive, looking west at intersection from center of street" - on job card.
DOI: 10.25549/whittington-ouc17014740
title: Intersection 9th & Hobart, Los Angeles, Calif., 1941

description: 2 photographs of an intersection, with automobiles, utility poles, buildings, and trees, Los Angeles, California, 1941 July 26. "Client: Clair Eberhart, Att[orne]y, 639 So[uth] Spring, R[oo]m 306; operator's report - name: Brown; in city; Amount: $5.00" - on envelope. "Meet Clair Eberhart or Mr. Clements; Job: Take tape measure" - on job card.
DOI: 10.17632/dr5swf5dfk.1
title: Dataset Proyecto INV3587

description: En el proyecto "El derecho humano al agua de las mujeres rurales: estudio de caso vereda Barcelona, Villavicencio" se realizarán encuestas y se toma de muestras de laboratorio del agua que se extrae de los jagüeyes que se encuentran en las viviendas de la Vereda Barcelona, para conocer la calidad del agua y el impacto que tiene para las mujeres del sector no contar con el servicio de acueducto.