cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34816/efa.archives.837096
title: Philippes-PV_6802-Inscription de Silvain

description: Référence : PV_6802<br />Publication(s) : Inédit<br />Domaine : Épigraphie<br />
DOI: 10.34816/efa.archives.837095
title: Philippes-PV_6801-Sanctuaire rupestre au pied de l’acropole

description: Référence : PV_6801<br />Publication(s) : Inédit<br />Domaine : Architecture<br />
DOI: 10.15468/dl.grt332
title: Occurrence Download

description: A dataset containing 424 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lotus tetraphyllus L."
 ]
}

 The dataset includes 424 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047107-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23728/b2share.ddccf357704c4d5299b30a00696d9333
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: PM1 in 2015 (03h UTC) (interpolated PNG)

description: PNG image representing interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of PM1 during 2015, aggregated by hour (03h UTC).
DOI: 10.34816/efa.archives.837094
title: Philippes-PV_6800-Reliefs rupestres, Diane

description: Référence : PV_6800<br />Publication(s) : Inédit<br />Domaine : Architecture<br />
DOI: 10.23728/b2share.b3eab440429a429ba0c681323a717cc1
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: PM1 in 2015 (05h UTC) (interpolated GeoTIFF)

description: GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of PM1 during 2015, aggregated by hour (05h UTC).
DOI: 10.34816/efa.archives.837093
title: Philippes-PV_6799-Reliefs rupestres, Diane

description: Référence : PV_6799<br />Publication(s) : Inédit<br />Domaine : Architecture<br />
DOI: 10.34816/efa.archives.837092
title: Philippes-PV_6798-Sanctuaires rupestres au pied de l’acropole

description: Référence : PV_6798<br />Publication(s) : BCH Suppl. 2, p. 15, fig. 4<br />Domaine : Architecture<br />
DOI: 10.34816/efa.archives.837091
title: Philippes-PV_6797-Sanctuaire rupestre au pied de l’acropole

description: Référence : PV_6797<br />Publication(s) : Inédit<br />Domaine : Architecture<br />
DOI: 10.15468/dl.dupjpb
title: Occurrence Download

description: A dataset containing 292 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lysiphyllum binatum (Blanco) de Wit"
 ]
}

 The dataset includes 292 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047108-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23728/b2share.281ff826a7bc4d898cb7bae296461a5c
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: PM1 in 2015 (03h UTC) (clipped GeoTIFF)

description: Clipped GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of PM1 during 2015, aggregated by hour (03h UTC).
DOI: 10.34816/efa.archives.837090
title: Philippes-PV_6796-Sanctuaire rupestre au pied de l’acropole

description: Référence : PV_6796<br />Publication(s) : Inédit<br />Domaine : Architecture<br />
DOI: 10.34816/efa.archives.837089
title: Philippes-PV_6795-Sanctuaire rupestre au pied de l’acropole, reliefs

description: Référence : PV_6795<br />Publication(s) : BCH Suppl., p. 17, fig. 6<br />Domaine : Architecture<br />
DOI: 10.23728/b2share.9bfef4e2a8f74c9a915e7d9998de6e96
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: PM1 in 2015 (03h UTC) (clipped PNG)

description: PNG image representing clipped interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of PM1 during 2015, aggregated by hour (03h UTC).
DOI: 10.34816/efa.archives.837088
title: Philippes-PV_6248-Fragment d’architecture, griffon

description: Référence : PV_6248<br />Publication(s) : Inédit<br />Domaine : Architecture<br />
DOI: 10.34816/efa.archives.837087
title: Philippes-PV_6247-Abside de la petite nef septentrionale

description: Référence : PV_6247<br />Publication(s) : Inédit<br />Domaine : Architecture<br />
DOI: 10.23728/b2share.22d68ed8bfd24847bc5fa429f5d76a13
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: PM2.5 in 2015 (03h UTC) (interpolated GeoTIFF)

description: GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of PM2.5 during 2015, aggregated by hour (03h UTC).
DOI: 10.23728/b2share.5b23bdda5238451b940adf0cebc1536f
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: PM2.5 in 2015 (03h UTC) (interpolated PNG)

description: PNG image representing interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of PM2.5 during 2015, aggregated by hour (03h UTC).
DOI: 10.23728/b2share.2cc1e1a8dcf949598f0b4a767e4d9c71
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: PM2.5 in 2015 (03h UTC) (clipped GeoTIFF)

description: Clipped GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of PM2.5 during 2015, aggregated by hour (03h UTC).
DOI: 10.34816/efa.archives.837086
title: Philippes-PV_6246-Fragment de mur septentrional

description: Référence : PV_6246<br />Publication(s) : Inédit<br />Domaine : Fouille<br />
DOI: 10.23728/b2share.bb2f3894b22c494db79f806a1841eaa2
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: PM2.5 in 2015 (03h UTC) (clipped PNG)

description: PNG image representing clipped interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of PM2.5 during 2015, aggregated by hour (03h UTC).
DOI: 10.34816/efa.archives.837085
title: Philippes-PV_6245-Dallage de l’orchestra

description: Référence : PV_6245<br />Publication(s) : Inédit<br />Domaine : Architecture<br />
DOI: 10.34816/efa.archives.837084
title: Philippes-PV_6244-Parodos ouest

description: Référence : PV_6244<br />Publication(s) : Inédit<br />Domaine : Architecture<br />
DOI: 10.23728/b2share.38797496a69d40a39a36b98f153d5340
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: PM10 in 2015 (03h UTC) (interpolated GeoTIFF)

description: GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of PM10 during 2015, aggregated by hour (03h UTC).
DOI: 10.34816/efa.archives.837083
title: Philippes-PV_6243-Partie méridionale de l’orchestra, couloir souterrain

description: Référence : PV_6243<br />Publication(s) : BCH 52, 1928, p. 105, fig. 19<br />Domaine : Architecture<br />
DOI: 10.34816/efa.archives.837082
title: Philippes-PV_6209-Partie septentrionale du narthex

description: Référence : PV_6209<br />Publication(s) : Inédit<br />Domaine : Architecture<br />
DOI: 10.34816/efa.archives.837081
title: Philippes-PV_6207-Terres cuites

description: Référence : PV_6207<br />Publication(s) : Inédit<br />Domaine : Petite plastique<br />
DOI: 10.23728/b2share.f25b2fbecd004c56a5bc602d6db91ad9
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: PM10 in 2015 (03h UTC) (interpolated PNG)

description: PNG image representing interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of PM10 during 2015, aggregated by hour (03h UTC).
DOI: 10.34816/efa.archives.837080
title: Philippes-PV_6206-Sanctuaire de Silvain, fragments de statuettes en marbre

description: Référence : PV_6206<br />Publication(s) : Inédit<br />Domaine : Sculpture<br />
DOI: 10.34816/efa.archives.837079
title: Philippes-PV_6205-Sanctuaire de Silvain, lot de lampes en terre cuite

description: Référence : PV_6205<br />Publication(s) : Inédit<br />Domaine : Vase<br />
DOI: 10.23728/b2share.ec8d8dc6dd6e4b398eebd0bfff3a5e25
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: PM10 in 2015 (03h UTC) (clipped GeoTIFF)

description: Clipped GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of PM10 during 2015, aggregated by hour (03h UTC).
DOI: 10.34816/efa.archives.837078
title: Philippes-PV_6204-Sanctuaire de Silvain, tête en terre cuite, profil

description: Référence : PV_6204<br />Publication(s) : Inédit<br />Domaine : Petite plastique<br />
DOI: 10.34816/efa.archives.837077
title: Philippes-PV_6203-Sanctuaire de Silvain, tête en terre cuite, face

description: Référence : PV_6203<br />Publication(s) : Inédit<br />Domaine : Petite plastique<br />
DOI: 10.23728/b2share.d20284d3780b4e1bb272aaeeb21c9565
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: PM10 in 2015 (04h UTC) (clipped PNG)

description: PNG image representing clipped interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of PM10 during 2015, aggregated by hour (04h UTC).
DOI: 10.15468/dl.c77vx5
title: Occurrence Download

description: A dataset containing 542 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lobelia jasionoides (A.DC.) E.Wimm."
 ]
}

 The dataset includes 542 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047109-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23728/b2share.36b7b54f59a546fb8dfe366f185908fe
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: PM10 in 2015 (03h UTC) (clipped PNG)

description: PNG image representing clipped interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of PM10 during 2015, aggregated by hour (03h UTC).
DOI: 10.23728/b2share.ab3972d6e2cf4744ae3c182258fcbbf6
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: temperature and humidity in 2015 at 04h UTC (dataset)

description: csv file including air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of temperature and humidity during 2015, aggregated by hour (04h UTC).
DOI: 10.34816/efa.archives.837076
title: Philippes-PV_6202-Lampe en terre cuite

description: Référence : PV_6202<br />Publication(s) : Inédit<br />Domaine : Vase<br />
DOI: 10.34816/efa.archives.837075
title: Philippes-PV_6201-Fragments de statue en marbre

description: Référence : PV_6201<br />Publication(s) : BCH 53, 1939, p. 94, fig. 15<br />Domaine : Sculpture<br />
DOI: 10.23728/b2share.5000a29b36bd4f1580ea9096a79a4d20
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: temperature in 2015 (04h UTC) (interpolated GeoTIFF)

description: GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of temperature during 2015, aggregated by hour (04h UTC).
DOI: 10.34816/efa.archives.837074
title: Philippes-PV_6200-Statuette de divinité thrace en terre cuite

description: Référence : PV_6200<br />Publication(s) : BCH 53, 1939, p. 90, fig. 14<br />Domaine : Petite plastique<br />
DOI: 10.34816/efa.archives.837073
title: Philippes-PV_6199-Escalier de Titonius

description: Référence : PV_6199<br />Publication(s) : Inédit<br />Domaine : Architecture<br />
DOI: 10.34816/efa.archives.837072
title: Philippes-PV_6198-Relief funéraire, scène d’adieux

description: Référence : PV_6198<br />Publication(s) : Inédit<br />Domaine : Sculpture<br />
DOI: 10.23728/b2share.12e0eae49c8841328e906e6aac909c27
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: temperature in 2015 (04h UTC) (clipped GeoTIFF)

description: Clipped GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of temperature during 2015, aggregated by hour (04h UTC).
DOI: 10.34816/efa.archives.837071
title: Philippes-PV_6197-Relief décoré d’armure romaine, provenant d’un hérôon

description: Référence : PV_6197<br />Publication(s) : Inédit<br />Domaine : Sculpture<br />
DOI: 10.34816/efa.archives.837070
title: Philippes-PV_6196-Partie d’enceinte en appareil du Vè siècle

description: Référence : PV_6196<br />Publication(s) : Inédit<br />Domaine : Architecture<br />
DOI: 10.23728/b2share.2aabbb1df53f4e68a5bd5ced44cd8976
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: temperature and humidity in 2015 (04h UTC) (shapefile)

description: Shapefile including air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of temperature and humidity during 2015, aggregated by hour (04h UTC).
DOI: 10.34816/efa.archives.837069
title: Philippes-PV_6195-Partie d’enceinte en appareil du Vè siècle

description: Référence : PV_6195<br />Publication(s) : Inédit<br />Domaine : Architecture<br />
DOI: 10.34816/efa.archives.837068
title: Philippes-PV_6194-Sanctuaire de Silvain, objets en bronze

description: Référence : PV_6194<br />Publication(s) : Inédit<br />Domaine : Mobilier<br />
DOI: 10.23728/b2share.7b1b15b32a5f446f832e369fc8219814
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: temperature in 2015 (04h UTC) (interpolated PNG)

description: PNG image representing interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of temperature during 2015, aggregated by hour (04h UTC).
DOI: 10.34816/efa.archives.837067
title: Philippes-PV_6193-Sanctuaire de Silvain, buste décapité

description: Référence : PV_6193<br />Publication(s) : Inédit<br />Domaine : Sculpture<br />
DOI: 10.23728/b2share.9ba5cea6294c4f579465b4b82ed55175
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: humidity in 2015 (04h UTC) (interpolated PNG)

description: PNG image representing interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of humidity during 2015, aggregated by hour (04h UTC).
DOI: 10.23728/b2share.c27b6fc4cbec4aae9de5e3e11cbfac34
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: temperature in 2015 (04h UTC) (clipped PNG)

description: PNG image representing clipped interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of temperature during 2015, aggregated by hour (04h UTC).
DOI: 10.34816/efa.archives.837066
title: Philippes-PV_6192-Sanctuaire de Silvain, tête de statuette romaine, profil

description: Référence : PV_6192<br />Publication(s) : Inédit<br />Domaine : Sculpture<br />
DOI: 10.23728/b2share.59546d69037b42bbbcd3dc85753eea1b
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: humidity in 2015 (04h UTC) (interpolated GeoTIFF)

description: GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of humidity during 2015, aggregated by hour (04h UTC).
DOI: 10.34816/efa.archives.837065
title: Philippes-PV_6191-Sanctuaire de Silvain, tête de statuette romaine, face

description: Référence : PV_6191<br />Publication(s) : Inédit<br />Domaine : Sculpture<br />
DOI: 10.34816/efa.archives.837064
title: Philippes-PV_6190-Sanctuaire de Silvain, pied d’autel à griffe de lion

description: Référence : PV_6190<br />Publication(s) : Inédit<br />Domaine : Architecture<br />
DOI: 10.23728/b2share.2a59933f37b84024912531b8c7ac0e5a
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: humidity in 2015 (04h UTC) (clipped GeoTIFF)

description: Clipped GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of humidity during 2015, aggregated by hour (04h UTC).
DOI: 10.34816/efa.archives.837063
title: Philippes-PV_6189-Sanctuaire de Silvain, buste d’Hermès ithyphallique

description: Référence : PV_6189<br />Publication(s) : Inédit<br />Domaine : Sculpture<br />
DOI: 10.23728/b2share.2232b786f7a64f9c82a9b2aca954dbca
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: CO in 2015 at 04h UTC (dataset)

description: csv file including air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of carbon monoxide during 2015, aggregated by hour (04h UTC).
DOI: 10.34816/efa.archives.837062
title: Philippes-PV_6188-Couteaux et objets en métal

description: Référence : PV_6188<br />Publication(s) : BCH 53, 1929, p. 95, fig. 16<br />Domaine : Outil<br />
DOI: 10.34816/efa.archives.837061
title: Philippes-PV_6187-Conduite d’eau en terre cuite

description: Référence : PV_6187<br />Publication(s) : Inédit<br />Domaine : Architecture<br />
DOI: 10.23728/b2share.d82df9128e1c4a47b65a1fff8b067169
title: Zofin natural forests - Regional climate model data from EURO-CORDEX for the eLTER project

description: The dataset provides climate scenario data as time series based on an ensemble of EURO-CORDEX regional climate model (RCM) simulations for each LTER site location throughout Europe. The EURO-CORDEX ensemble used here consists of dynamically downscaled CMIP5 global climate models (GCMs) for different greenhouse gas concentration trajectories, the representative concentration pathways (RCPs: RCP2.6 (6), RCP4.5 (14) and RCP8.5 (14)). The datasets cover the following, non-bias adjusted variables: tas = near-surface air temperature [degC], tasmin = daily minimum near-surface air temperature [degC], tasmax = daily minimum near-surface air temperature [degC], pr = precipitation sum [mm day-1], psl = mean sea level pressure [Pa], huss = near-surface specific humidity [kg kg-1], rsds = surface downwelling shortwave radiation [W m-2], and sfcWind = near-surface wind speed [m s-1] in txt and netCDF data format at daily, monthly and yearly temporal resolution. Each ZIP-file data package contains the data file as well as an extensive disclaimer with additional information.
DOI: 10.34816/efa.archives.837060
title: Philippes-PV_6186-Conduite d’eau en terre cuite

description: Référence : PV_6186<br />Publication(s) : BCH 53, 1929, p. 75, fig. 5<br />Domaine : Architecture<br />
DOI: 10.34816/efa.archives.837059
title: Philippes-PV_6185-Niche dans la deuxième cella

description: Référence : PV_6185<br />Publication(s) : BCH 53, 1929, p. 74, fig. 4<br />Domaine : Architecture<br />
DOI: 10.23728/b2share.aafbfe06f244490988e0b05357034647
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: CO in 2015 (04h UTC) (shapefile)

description: Shapefile including air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of carbon monoxide during 2015, aggregated by hour (04h UTC).
DOI: 10.34816/efa.archives.837058
title: Philippes-PV_6184-Mur du fond

description: Référence : PV_6184<br />Publication(s) : BCH 53, 1929, p. 73, fig. 3<br />Domaine : Architecture<br />
DOI: 10.34816/efa.archives.837057
title: Philippes-PV_6182-Vue d’ensemble

description: Référence : PV_6182<br />Publication(s) : Inédit<br />Domaine : Architecture<br />
DOI: 10.23728/b2share.8d81312688734e10a63aa531a12353c3
title: OZCAR-RI OHGE Strengbach Watershed OHGE Observatoire Hydro-Géochimique de l'Environnement - Regional climate model data from EURO-CORDEX for the eLTER project

description: The dataset provides climate scenario data as time series based on an ensemble of EURO-CORDEX regional climate model (RCM) simulations for each LTER site location throughout Europe. The EURO-CORDEX ensemble used here consists of dynamically downscaled CMIP5 global climate models (GCMs) for different greenhouse gas concentration trajectories, the representative concentration pathways (RCPs: RCP2.6 (6), RCP4.5 (14) and RCP8.5 (14)). The datasets cover the following, non-bias adjusted variables: tas = near-surface air temperature [degC], tasmin = daily minimum near-surface air temperature [degC], tasmax = daily minimum near-surface air temperature [degC], pr = precipitation sum [mm day-1], psl = mean sea level pressure [Pa], huss = near-surface specific humidity [kg kg-1], rsds = surface downwelling shortwave radiation [W m-2], and sfcWind = near-surface wind speed [m s-1] in txt and netCDF data format at daily, monthly and yearly temporal resolution. Each ZIP-file data package contains the data file as well as an extensive disclaimer with additional information.
DOI: 10.14457/tu.the.2023.137
title: Effect of low-level occupational noise exposure on urinary cortisol and health of workers

description: Exposure to low-level noise may result in annoyance, stress, hormonal fluctuations, and adverse long-term health effects. The purpose was to study the effects of occupational noise exposure, perceived stress, stress symptoms, noise annoyance, and urine cortisol in workers. A total of 148 workers were included, using questionnaires to evaluate stress and noise annoyance. The noise levels were assessed using Leq8hr, survey measurement, and urine cortisol. The result showed no correlation found between stress and occupational noise exposure. For each stress factor, high level group had more anxiety and depression than low levels group (p &lt; 0.05). Cortisol was significantly correlated with the perception effect on life and health (r = 0.255, p = 0.003, and r = 0.266, p = 0.002). Environmental noise annoyance was associated with cortisol levels (p &lt; 0.05). Those with mental illnesses and treating drug users had higher cortisol levels (chi-square = 4.842, p = 0.028). In conclusion, the factors affecting the level of stress of industrial workers came from personal factors rather than physical factors. Environmental noise affects stress and cortisol more than work-related noise. Mental factors affected urine cortisol levels more than physical factors. To reduce worker stress, address who is more susceptible and implement strategies for reducing.
DOI: 10.14457/tu.the.2022.1561
title: DDL scaffolding for pre-tertiary learners: using a pedagogical corpus and interface

description: Data-driven learning (DDL) – an inductive corpus-based method for language learning offers a lot of advantages over the traditional method of instruction. One of them is the opportunity for co-constructive focus-on-form discovery learning of the target language in English classrooms. This study explores the process of DDL with pre-tertiary learners without an objective to measure learning outcomes. It collects interaction data from online collective and onsite one-to-one English lessons which use language examples from a pedagogical corpus and a search interface, both built by the teacher-researcher. The learners’ uptake of the concordance materials and the teacher talk for scaffolding are examined through textual analysis. In addition to investigating for theme and content, the researcher applies the Transitivity system of Systemic Functional Grammar. The analyses uncover patterns in the participants’ engagement. Some interesting conclusions made include the teacher’s push for form-meaning understanding and discursive act to make way for learner interactions, the learners’ disinclination to make use of the data evidence but observable ability to induce, and the existence of scaffolding gaps as emerging and stated by the learners. Overall, these findings signify the interactional and cognitive components in DDL which remain to be challenging for class application.