cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc27bc76
title: CCDC 2065537: Experimental Crystal Structure Determination

description: Related Article: Riccardo Pettinari, Fabio Marchetti, Alessia Tombesi, Corrado Di Nicola, Claudio Pettinari, Chuanpan Guo, Zhihong Zhang, Agustín Galindo, Farzaneh Fadaei-Tirani, Mouna Hadiji, Paul J. Dyson|2021|Inorg.Chim.Acta|528|120610|doi:10.1016/j.ica.2021.120610
DOI: 10.5517/ccdc.csd.cc27bc87
title: CCDC 2065538: Experimental Crystal Structure Determination

description: Related Article: Riccardo Pettinari, Fabio Marchetti, Alessia Tombesi, Corrado Di Nicola, Claudio Pettinari, Chuanpan Guo, Zhihong Zhang, Agustín Galindo, Farzaneh Fadaei-Tirani, Mouna Hadiji, Paul J. Dyson|2021|Inorg.Chim.Acta|528|120610|doi:10.1016/j.ica.2021.120610
DOI: 10.5517/ccdc.csd.cc27l354
title: CCDC 2072975: Experimental Crystal Structure Determination

description: Related Article: K.A. Martyanov, V.A. Kuropatov, R.V. Rumyantcev, V.K. Cherkasov|2021|Inorg.Chim.Acta|528|120604|doi:10.1016/j.ica.2021.120604
DOI: 10.5517/ccdc.csd.cc27l376
title: CCDC 2072977: Experimental Crystal Structure Determination

description: Related Article: K.A. Martyanov, V.A. Kuropatov, R.V. Rumyantcev, V.K. Cherkasov|2021|Inorg.Chim.Acta|528|120604|doi:10.1016/j.ica.2021.120604
DOI: 10.5517/ccdc.csd.cc27bc54
title: CCDC 2065535: Experimental Crystal Structure Determination

description: Related Article: Riccardo Pettinari, Fabio Marchetti, Alessia Tombesi, Corrado Di Nicola, Claudio Pettinari, Chuanpan Guo, Zhihong Zhang, Agustín Galindo, Farzaneh Fadaei-Tirani, Mouna Hadiji, Paul J. Dyson|2021|Inorg.Chim.Acta|528|120610|doi:10.1016/j.ica.2021.120610
DOI: 10.5517/ccdc.csd.cc27xy59
title: CCDC 2083391: Experimental Crystal Structure Determination

description: Related Article: Masato Nanjo, Mitsuki Goto, Yuta Nakashima|2021|Inorg.Chim.Acta|528|120608|doi:10.1016/j.ica.2021.120608
DOI: 10.5517/ccdc.csd.cc27xy6b
title: CCDC 2083392: Experimental Crystal Structure Determination

description: Related Article: Masato Nanjo, Mitsuki Goto, Yuta Nakashima|2021|Inorg.Chim.Acta|528|120608|doi:10.1016/j.ica.2021.120608
DOI: 10.5517/ccdc.csd.cc2865wk
title: CCDC 2091318: Experimental Crystal Structure Determination

description: Related Article: Yulia M. Litvinova, Yakov M. Gayfulin, Denis G. Samsonenko, Pavel V. Dorovatovskiy, Vladimir A. Lazarenko, Konstantin A. Brylev, Yuri V. Mironov|2021|Inorg.Chim.Acta|528|120597|doi:10.1016/j.ica.2021.120597
DOI: 10.5517/ccdc.csd.cc2865xl
title: CCDC 2091319: Experimental Crystal Structure Determination

description: Related Article: Yulia M. Litvinova, Yakov M. Gayfulin, Denis G. Samsonenko, Pavel V. Dorovatovskiy, Vladimir A. Lazarenko, Konstantin A. Brylev, Yuri V. Mironov|2021|Inorg.Chim.Acta|528|120597|doi:10.1016/j.ica.2021.120597
DOI: 10.5517/ccdc.csd.cc2865ym
title: CCDC 2091320: Experimental Crystal Structure Determination

description: Related Article: Yulia M. Litvinova, Yakov M. Gayfulin, Denis G. Samsonenko, Pavel V. Dorovatovskiy, Vladimir A. Lazarenko, Konstantin A. Brylev, Yuri V. Mironov|2021|Inorg.Chim.Acta|528|120597|doi:10.1016/j.ica.2021.120597
DOI: 10.5517/ccdc.csd.cc2865zn
title: CCDC 2091321: Experimental Crystal Structure Determination

description: Related Article: Yulia M. Litvinova, Yakov M. Gayfulin, Denis G. Samsonenko, Pavel V. Dorovatovskiy, Vladimir A. Lazarenko, Konstantin A. Brylev, Yuri V. Mironov|2021|Inorg.Chim.Acta|528|120597|doi:10.1016/j.ica.2021.120597
DOI: 10.5517/ccdc.csd.cc28660q
title: CCDC 2091322: Experimental Crystal Structure Determination

description: Related Article: Yulia M. Litvinova, Yakov M. Gayfulin, Denis G. Samsonenko, Pavel V. Dorovatovskiy, Vladimir A. Lazarenko, Konstantin A. Brylev, Yuri V. Mironov|2021|Inorg.Chim.Acta|528|120597|doi:10.1016/j.ica.2021.120597
DOI: 10.5517/ccdc.csd.cc28661r
title: CCDC 2091323: Experimental Crystal Structure Determination

description: Related Article: Yulia M. Litvinova, Yakov M. Gayfulin, Denis G. Samsonenko, Pavel V. Dorovatovskiy, Vladimir A. Lazarenko, Konstantin A. Brylev, Yuri V. Mironov|2021|Inorg.Chim.Acta|528|120597|doi:10.1016/j.ica.2021.120597
DOI: 10.5517/ccdc.csd.cc28656w
title: CCDC 2091297: Experimental Crystal Structure Determination

description: Related Article: Ting Zhang, Yulian Zagranyarski, Artem Skabeev, Klaus Müllen, Chen Li|2021|Dyes Pigm.|196|109780|doi:10.1016/j.dyepig.2021.109780
DOI: 10.5517/ccdc.csd.cc28682v
title: CCDC 2091386: Experimental Crystal Structure Determination

description: Related Article: Ting Zhang, Yulian Zagranyarski, Artem Skabeev, Klaus Müllen, Chen Li|2021|Dyes Pigm.|196|109780|doi:10.1016/j.dyepig.2021.109780
DOI: 10.5281/zenodo.5522672
title: Data Materials for Fortune Telling Studies: Positive Fortune Telling Enhances Men's Financial Risk Taking

description: We share the data materials for three studies and a meta-analysis on the effects of positive fortune telling on enhancing men's financial risk taking. A paper entitled as "<strong>Positive Fortune Telling Enhances Men’s Financial Risk Taking</strong>" was written up for publication.
DOI: 10.5281/zenodo.5522671
title: Data Materials for Fortune Telling Studies: Positive Fortune Telling Enhances Men's Financial Risk Taking

description: We share the data materials for three studies and a meta-analysis on the effects of positive fortune telling on enhancing men's financial risk taking. A paper entitled as "<strong>Positive Fortune Telling Enhances Men’s Financial Risk Taking</strong>" was written up for publication.
DOI: 10.5281/zenodo.5502069
title: Hourly Root Mean Square (RMS) of hydrothermal seismic tremor recorded at Ischia and Campi Flegrei

description: Hourly Root Mean Square (RMS) of the amplitude of hydrothermal seismic tremor for: 1) Time series from 01 Jan to 29 Jun 2020 (180 days) recorded at IOCA station (INGV seismic network), Ischia. Data filtered in the [1-2 Hz] frequency band. 2) Time series from 24 Mar to 8 Jun 2020 (75 days) recorded at T1367 station (INGV seismic network), Ischia. Data filtered in the [1-2 Hz] frequency band. 3) Time series from 01 Jan to 19 Apr (109 days) recorded at CPIS station (INGV seismic network), Campi Flegrei. Data filtered in the [5-15 Hz] frequency band. 4) Time series from 15 Feb to 30 Jun 2020 (136 days) recorded at ASBG station (INGV seismic network), Campi Flegrei. Data filtered in the [0.4-1 Hz] frequency band.
description: {"references": ["Falanga, M., Cusano, P., De Lauro, E., & Petrosino, S. (2021). Picking up the hydrothermal whisper at Ischia Island in the Covid-19 lockdown quiet. Scientific Reports, 11(1), 1-11."]}
DOI: 10.5281/zenodo.5502068
title: Hourly Root Mean Square (RMS) of hydrothermal seismic tremor recorded at Ischia and Campi Flegrei

description: Hourly Root Mean Square (RMS) of the amplitude of hydrothermal seismic tremor for: 1) Time series from 01 Jan to 29 Jun 2020 (180 days) recorded at IOCA station (INGV seismic network), Ischia. Data filtered in the [1-2 Hz] frequency band. 2) Time series from 24 Mar to 8 Jun 2020 (75 days) recorded at T1367 station (INGV seismic network), Ischia. Data filtered in the [1-2 Hz] frequency band. 3) Time series from 01 Jan to 19 Apr (109 days) recorded at CPIS station (INGV seismic network), Campi Flegrei. Data filtered in the [5-15 Hz] frequency band. 4) Time series from 15 Feb to 30 Jun 2020 (136 days) recorded at ASBG station (INGV seismic network), Campi Flegrei. Data filtered in the [0.4-1 Hz] frequency band.
description: {"references": ["Falanga, M., Cusano, P., De Lauro, E., & Petrosino, S. (2021). Picking up the hydrothermal whisper at Ischia Island in the Covid-19 lockdown quiet. Scientific Reports, 11(1), 1-11."]}
DOI: 10.18112/openneuro.ds003812.v1.0.0
title: spatial_frequency_preferences
DOI: 10.25387/g3.14216987.v1
title: Supplemental Material for Nürnberger et al., 2021

description: File S2 contains the Mathematica script used for diplotyping, File S3 is the Lep-MAP3 input file, File S4 contains the bait sequences (fasta format), File S5 is the diplotype matrix (output from the Mathematica script), File S6 is the linkage map file, File S7 lists NCBI annotations of mapped loci, File S8 lists InterProScan annotations of mapped loci, File S9 explains the contents of the repository and how information can be linked across individual files. File S10 contains the assembly of B. variegata genomic repeats, File S11 is the B. variegata mapping reference for 5000 enrichment targets. Figure S9 displays pairwise recombination fractions and LOD scores for each linkage group.<br>
DOI: 10.5281/zenodo.5520879
title: rochimfn/tekweb-tugas-pertemuan4: Release v0.1

description: Linked data merupakan metode pembangunan data terstruktur sehingga dapat saling terkait pada web. Linked data dibangun oleh teknologi web standar seperti salah satunya model data RDF untuk menghubungkan data dari berbagai sumber dan memiliki fungsi seperti hyperlink yang menghubungkan sekumpulan halaman web di internet. Dengan sekumpulan data yang terhubung dapat membentuk global data space atau dikenal dengan web of data. Pada kesempatan kali ini kami akan membuat model data RDF dengan bersumber pada dataset e-commerce jakmall. Model data RDF terlebih dahulu dibuat dengan menggunakan vocabulary biasa sebagai contoh untuk berpikir secara logika lalu dilanjutkan dengan mengubah vocabulary menjadi vocabulary yang populer seperti foaf dan schema.
DOI: 10.3886/e120321v10-96800
title: Global Reactions to COVID-19 on Twitter: A Labelled Dataset with Latent Topic, Sentiment and Emotion Attributes

description: This project aims to present a large dataset for researchers to discover public conversation on Twitter surrounding the COVID-19 pandemic. As strong concerns and emotions are expressed in the publicly available tweets, we annotated seventeen latent semantic attributes for each public tweet using natural language processing techniques and machine-learning based algorithms. The latent semantic attributes include: 1) ten attributes indicating the tweet’s relevance to ten detected topics, 2) five quantitative attributes indicating the degree of intensity in the valence (i.e., unpleasantness/pleasantness) and emotional intensities across four primary emotions of fear, anger, sadness and joy, and 3) two qualitative attributes indicating the sentiment category and the most dominant emotion category, respectively.
description: Twitter posts.
DOI: 10.5281/zenodo.5519956
title: Vision Control Image Regression Dataset

description: This is the final dataset of the bachelor thesis "Design, Train and Test an Image Regression Sensor" from the Carinthian University of Applied Sciences. https://github.com/LaurenzBeck/Vision-Control
DOI: 10.5281/zenodo.5519955
title: Vision Control Image Regression Dataset

description: This is the final dataset of the bachelor thesis "Design, Train and Test an Image Regression Sensor" from the Carinthian University of Applied Sciences. https://github.com/LaurenzBeck/Vision-Control
DOI: 10.3886/e150562
title: The Forgotten 20 Percent: Achievement and Growth in Rural Schools Across the Nation

description: Leveraging achievement data measured in the fall and spring of kindergarten through 8th grade for 840,000 students attending 8,800 public schools, we report novel evidence on how achievement and growth patterns differ between rural and non-rural schools. Rural students start kindergarten slightly ahead of non-rural students but fall behind by middle school. The divergence is driven by larger summer losses for rural students. In both rural and non-rural schools, we provide additional evidence that Black-White achievement gaps widen during the school year. These findings highlight the importance of seasonal learning patterns in interpreting rural school performance.
description: convenience sample from schools that administered the NWEA MAP Growth assessments
description: K-8 students attending schools in a rural locale.
DOI: 10.3886/e150562v1
title: The Forgotten 20 Percent: Achievement and Growth in Rural Schools Across the Nation

description: Leveraging achievement data measured in the fall and spring of kindergarten through 8th grade for 840,000 students attending 8,800 public schools, we report novel evidence on how achievement and growth patterns differ between rural and non-rural schools. Rural students start kindergarten slightly ahead of non-rural students but fall behind by middle school. The divergence is driven by larger summer losses for rural students. In both rural and non-rural schools, we provide additional evidence that Black-White achievement gaps widen during the school year. These findings highlight the importance of seasonal learning patterns in interpreting rural school performance.
description: convenience sample from schools that administered the NWEA MAP Growth assessments
description: K-8 students attending schools in a rural locale.
DOI: 10.21227/8yq5-mq86
title: A Mixed-method Approach to Recommend Corrections and Correct REST Antipatterns Revision for Supplemental Material

description: We propose the SOCAR approach for the correction of REST antipatterns in RESTful APIs. SOCAR proceeds in three steps:Step 1: Apply SODA-R to Detect REST AntipatternsInput: RESTful APIs for their dynamic invocation via client requests.Output: Detected instances of REST design patterns and antipatterns from the client- and service meta-data.Step 2: Define Correction Heuristics for REST AntipatternsInput: Correction heuristics with attributes from the trace history.Output: Correction recommendation/Correction.Step 3: Defined Recommendations to Remove REST AntipatternsInput: The algorithmic implementations of correction heuristics. Output: The recommended REST design pattern instances and the related REST antipatterns that are removed.
DOI: 10.23687/0cf57b1e-a136-48f3-a7b5-34749406dfae
title: Impact of Avian Predation on Spruce Budworm
title: Impact de la prédation aviaire sur la tordeuse des bourgeons de l'épinette

description: This dataset is associated with the article authored by Jacques Régnière, Lisa Venier and Dan Welsh entitled "Avian predation in a declining outbreak population of the spruce budworm, Choristoneura fumiferana (Lepidoptera: Tortricidae)" which will be published in the "Insects" scientific journal.

The impact of avian predation on a declining population of the spruce budworm, Choristoneura fumifereana (Clem.), was measured using single-tree exclosure cages in a mature stand of balsam fir, Abies balsamea (L.), and white spruce, Picea glauca (Moench.) Voss. Bird population censuses and observations of foraging and nest-feeding activity were also made to determine the response of budworm-linked species to decreasing food availability.
description: Ce jeu de données est associé à l'article de Jacques Régnière, Lisa Venier et Dan Welsh intitulé « Avian predation in a declining outbreak population of the spruce budworm, Choristoneura fumiferana (Lepidoptera: Tortricidae) » qui sera publié dans la revue scientifique « Insects ».

L'impact de la prédation aviaire sur une population en déclin de tordeuse des bourgeons de l'épinette, Choristoneura fumifereana (Clem.), a été mesuré à l’aide de cages d’exclusion autour d’arbres mature individuels dans un peuplement mature de sapin, Abies balsamea (L.), et d'épinette blanche, Picea glauca (Moench.) Voss. Des recensemenets de populations d'oiseaux, accompagnés d’observation de comportements de recherche de nourriture et de nidification ont aussi été faits pour determiner les réponses à la rarefaction des proies chez quatre espèces d'oiseaux liées à la tordeuse.
DOI: 10.34740/kaggle/dsv/2640053
title: Vietnam SARS-CoV-2 | COVID-19 Data
DOI: 10.23687/09f46c60-560c-423a-9a16-1d3b98c7e0dc
title: Maps of biogeochemistry and soil properties for use as indicators of site sensitivity to logging residue harvesting 
title: Cartes de la biogéochimie et des propriétés du sol pour utilisation comme indicateurs de la sensibilité des sites à la récolte des résidus de coupe forestière

description: This publication contains thirteen (13) maps of different biogeochemical and soil properties of forest ecosystems of Canada’s managed forest. A scientific article gives additional details on the methodology: Paré, D., Manka, F., Barrette, J., Augustin, F., Beguin, J. 2021. Indicators of site sensitivity to the removal of forest harvest residues at the sub-continental scale: mapping, comparisons, and challenges. Ecol. Indicators.
description: Cette publication contient treize (13) cartes des différentes propriétés biogéochimiques et pédologiques des écosystèmes forestiers de la forêt aménagée du Canada. Un article scientifique donne des détails supplémentaires sur la méthodologie: Paré, D., Manka, F., Barrette, J., Augustin, F., Beguin, J. 2021. Indicators of site sensitivity to the removal of forest harvest residues at the sub-continental scale: mapping, comparisons, and challenges. Ecol. Indicators.
DOI: 10.23687/1df49e77-580f-474e-9850-9b8c07872bee
title: Ecology of outbreak populations of the western spruce budworm data
title: Écologie des populations épidémiques de tordeuse des bourgeons de l'épinette de l'Ouest (données)

description: Data used in the article, Ecology of outbreak populations of the western spruce budworm by V. Nealis and J. Régnière in Ecosphere 2021.
description: Données utilisées dans l'article, Ecology of outbreak populations of the western spruce budworm par V. Nealis and J. Régnière publié dans Ecosphere 2021.
DOI: 10.21227/f9z3-0438
title: Driver-Distraction-Dataset

description: To study the driver's behavior in real traffic situations, we conducted experiments using an instrumented vehicle, which comprises:(i) a camera, installed above the vehicle's side window and oriented toward the driver, and (ii) a Mobile Digital Video Recorder (MDVR).One part of the data was collected in real-world driving conditions. The other part was collected by asking drivers to simulate different types of driving behaviors in the instrumented vehicle, but without moving the vehicle for safety reasons. Nine drivers were involved in the experiment. Each of them was asked to perform the ten activities separately (i.e., one activity for each video sequence) while driving or pretending to drive, which took about 15 minutes for each driver resulting in about 450 images per class per driver. After the manual examination, a total of about 38 thousand images were preserved.
DOI: 10.6073/pasta/a53d93ec91d200e5efa7ce99c08d9bfc
title: Bonanza Creek LTER: Yearly Seedfall Summary from 1957 to Present in the Bonanza Creek Experimental Forest near Fairbanks, Alaska

description: The Yearly Seedfall Summary dataset includes seed counts and germination rates of Picea glauca, Picea mariana, Betula neoalaskana (papyrifera), Picea mariana, Larix larciana, Alnus crispa, and Alnus tenuifolia. Seeds are collected in .25m^2 trays located on the forest floor of the a selected set of LTER successional sites. Germination takes plaace in the BECRU lab facility at UAF.
DOI: 10.23687/b1f61b7e-4ba6-4244-bc79-c1174f2f92cd
title: Canada Landsat Burned Severity product 1985-2015 (CanLaBS)
DOI: 10.6073/pasta/7c5547d1f778e102fd4d05bd3c53d451
title: Parramore Island of the Virginia Coast Reserve Permanent Plot Resurvey: Plot data 1996

description: First 3-5 year resurvey of permanent monitoring plots using essentially the same protocol as the intial survey of 1992-1993 except that: 1.) standing biomass of the herbaceous groundcover was added (including for new lower salt marsh plots) using clip plots at the subplot locations; and 2.) an estimate of landcover/habitat class aggregation was conducted surrounding each plot center out to 60m in the four cardinal directions. Extends baseline data useful for estimating landscape-scale vegetative productivity, mortality, and turnover; for establishing pre-disturbance conditions in the case of later stand- or island-wide disturbance; and for assisting in the ground-truthing of landcover and habitat classification using aerial or satellite remote-sensing imagry.
DOI: 10.6073/pasta/7ade4c94f6a6be7f239b873e4fd87ce4
title: Parramore Island of the Virginia Coast Reserve Permanent Plot Resurvey: Tree data 1997

description: This dataset includes both the original 1993 and the resurveyed 1996 data. It includes a number of corrections to the original data, and as such it SUPPLANTS and should be used in place of the older "VCR97011 : Tree Data" dataset.
DOI: 10.6084/m9.figshare.16662409
title: heigh weight data

description: Data for the height and weight of students
DOI: 10.6084/m9.figshare.16662409.v1
title: heigh weight data

description: Data for the height and weight of students
DOI: 10.6073/pasta/0382ee52fbd0485325e8d052d3587399
title: Parramore Island of the Virginia Coast Reserve Permanent Plot Resurvey: Shrub data 1996

description: This dataset includes both the original 1993 and the resurveyed 1996 data. It includes a number of corrections to the original data, and as such it SUPPLANTS and should be used in place of the older "VCR97012 : Shrub Data" dataset.
DOI: 10.26302/sshade/experiment_lb_20200201_001
title: NIR spectra of a series of opal (-A and -CT) in ambient conditions and at low temperature (~ -35°C) and/or low pressure (~ 8 mbar)

description: NIR spectra of 4 opal-A and 13 opal-CT in ambient conditions and at low temperature (~ -90°C) and/or low pressure (~ 8 mbar)
DOI: 10.5517/ccdc.csd.cc25fqjw
title: CCDC 2009188: Experimental Crystal Structure Determination

description: Related Article: Austin P. Lanquist, Sayak Gupta, Kathlyn F. Al-Afyouni, Malik Al-Afyouni, Jeremy J. Kodanko, Claudia Turro|2021|Chemical Science|12|12056|doi:10.1039/D1SC03213E
DOI: 10.5517/ccdc.csd.cc25fqkx
title: CCDC 2009189: Experimental Crystal Structure Determination

description: Related Article: Austin P. Lanquist, Sayak Gupta, Kathlyn F. Al-Afyouni, Malik Al-Afyouni, Jeremy J. Kodanko, Claudia Turro|2021|Chemical Science|12|12056|doi:10.1039/D1SC03213E
DOI: 10.5517/ccdc.csd.cc25fqly
title: CCDC 2009190: Experimental Crystal Structure Determination

description: Related Article: Austin P. Lanquist, Sayak Gupta, Kathlyn F. Al-Afyouni, Malik Al-Afyouni, Jeremy J. Kodanko, Claudia Turro|2021|Chemical Science|12|12056|doi:10.1039/D1SC03213E
DOI: 10.5517/ccdc.csd.cc25fqmz
title: CCDC 2009191: Experimental Crystal Structure Determination

description: Related Article: Austin P. Lanquist, Sayak Gupta, Kathlyn F. Al-Afyouni, Malik Al-Afyouni, Jeremy J. Kodanko, Claudia Turro|2021|Chemical Science|12|12056|doi:10.1039/D1SC03213E
DOI: 10.5517/ccdc.csd.cc27b8zv
title: CCDC 2065467: Experimental Crystal Structure Determination

description: Related Article: Subir Maji, Arpan Das, Swadhin K. Mandal|2021|Chemical Science|12|12174|doi:10.1039/D1SC02819G
DOI: 10.5517/ccdc.csd.cc286ltx
title: CCDC 2091719: Experimental Crystal Structure Determination

description: Related Article: Calum McLaughlin, Jacqueline Bitai, Lydia J. Barber, Alexandra M. Z. Slawin, Andrew D. Smith|2021|Chemical Science|12|12001|doi:10.1039/D1SC03860E
DOI: 10.5063/sf2tmt
title: Geospatial data on the threatened endemic plants of South Africa

description: Geospatial data on the distribution of threatened endemic plants within South Africa extracted from the Botanical Database of South Africa (BODATSA) published by the South African National Biodiversity Institute https://www.gbif.org/dataset/d0963cee-1a29-47a2-b9bf-fb0e7690077c). These data were used to generate species distribution models to evaluate the efficacy of the current protected area network under projected climate change scenarios.