cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.zruubr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Arundinicola leucocephala)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028908-250802193616735/datasets/export for details.
DOI: 10.3535/7pb-dw8-pm5
title: Platygyna volubilis R.A.Howard

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rx7-r8g-hd5
title: Bomarea edulis (Tussac) Herb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1ke-w8p-dp7
title: Platygyna volubilis R.A.Howard

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lk2-9tc-jvv
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/akv-4ez-5p3
title: Platygyna volubilis R.A.Howard

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/e53-tem-z1k
title: Platygyna hexandra (Jacq.) Müll.Arg.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/z0d-r4c-bm3
title: Carex divulsa Stokes

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3v8-3ym-pa5
title: Bomarea distichifolia (Ruiz & Pav.) Baker

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8yl-4zy-fdf
title: Populus nigra var. betulifolia (Pursh) Torr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fyx-qwa-gt8
title: Adiantum capillus-veneris L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/01v-a29-f50
title: Platygyna hexandra (Jacq.) Müll.Arg.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lqh-2zt-ehg
title: Anemone blanda Schott & Kotschy

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/d5e-rdp-mpg
title: Carex L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/kd6-7wa-nvg
title: Lepidoselaginella lepidophylla (Hook. & Grev.) Li Bing Zhang & X. M. Zhou

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rsl-rgc-ryr
title: Carex L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/51s-dnf-nhk
title: Hypopterygiopsis labordei (Hieron. ex Christ) Li Bing Zhang & X. M. Zhou

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/a26-0pd-jkh
title: Carex L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/aas-svl-fcx
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bx3-hwb-xlh
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/f65-nm1-k22
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/htm-exy-r9y
title: Hypopterygiopsis mittenii (Baker) Li Bing Zhang & X. M. Zhou

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.e25d7v
title: Occurrence Download

description: A dataset containing 6026 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United Kingdom of Great Britain and Northern Ireland, Ireland, Norway)",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Trisopterus minutus"
 ]
}

 The dataset includes 6026 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028907-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ka9-zl5-7vv
title: Hymenophyllum Sm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/234-nr1-5sh
title: Stipa L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bzr-bez-cm9
title: Platygyna P.Mercier

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/170-lef-e3e
title: Stipa L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wg8-3d7-v4v
title: Caryophyllaceae Juss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/z2k-c2z-xvq
title: Caryophyllaceae Juss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/j4x-tme-40q
title: Prospero autumnale (L.) Speta

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/sna-es1-y4c
title: Prospero autumnale (L.) Speta

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tky-8ne-nbg
title: Carex capitata Sol.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xzd-5mr-djd
title: Prospero autumnale (L.) Speta

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/q7r-qek-8vp
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/btg-05v-rz0
title: Caryophyllaceae Juss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/j9j-pyx-c4n
title: Pterocarya fraxinifolia (Poir.) Spach

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mvm-3wz-bms
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/skd-kgm-64b
title: Pterocarya fraxinifolia (Poir.) Spach

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7ek-nh0-gge
title: Populus nigra var. betulifolia (Pursh) Torr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zsb-lcq-3mj
title: Populus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.5281/zenodo.16779436
title: Land Use Luxembourg

description: Land Use in terms of functional dimension corresponds to the description of areas in terms of their socio-economic purpose
DOI: 10.3535/xra-5ge-8n2
title: Populus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/66s-l4j-asd
title: Populus nigra var. betulifolia (Pursh) Torr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8v3-0td-vy6
title: Carex extensa Gooden.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y6e-fxq-0e0
title: Geranium sanguineum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/z6k-vqj-644
title: Carex extensa Gooden.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.k62ms8
title: Occurrence Download

description: A dataset containing 787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Azerbaijan",
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "HasCoordinate is true",
 "Elevation is greater than or equal to -1000m",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 787 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028909-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ed0-h34-n71
title: Populus × berolinensis K. Koch

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/kpv-82r-qe0
title: Populus × berolinensis K. Koch

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zv8-x08-l4c
title: Populus nigra var. betulifolia (Pursh) Torr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/nqf-25g-t2k
title: Populus × berolinensis K. Koch

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/s0f-b6g-l6j
title: Adiantum capillus-veneris L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/j9d-j00-tgy
title: Geranium columbinum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/s91-9d4-pbn
title: Geranium rotundifolium L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tsk-4jh-mfv
title: Buxus vaccinioides (Britton) Urb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jaq-hkr-4vl
title: Geranium columbinum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/z6y-d24-2y2
title: Geranium dissectum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/295-hz8-c67
title: Geranium rotundifolium L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p20-krz-jm7
title: Geranium rotundifolium L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.ayygvj
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemipteronotus pavoninus"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028910-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16779452
title: Uncovering the transcriptional hallmarks of endothelial cell aging via integrated single-cell analysis

description: Endothelial cells (ECs) are critical regulators of vascular function and exhibit specialized, organ-specific roles across tissues. During aging, these cells become dysfunctional, resulting in increased susceptibility to cardiovascular disease and its associated mortality. While single-cell transcriptomics studies have revealed extensive endothelial heterogeneity across tissues and conditions, a comprehensive atlas of human EC transcriptomes over the course of the adult human lifespan is still lacking. Here, we present the Human Aging Endothelial Cell Atlas (HAECA), a harmonized single-cell transcriptomic compendium of over 375,000 ECs from 12 human tissues throughout adulthood. Using HAECA, we identified age-associated transcriptional shifts, including a decline in angiogenic gene expression in venous ECs and widespread alterations in extracellular matrix (ECM)- and mechanotransduction-associated pathways. We validated these findings in aging human skin and further uncovered a p21-linked transcriptional program in ECs, confirmed in both in vitro and in vivo models and linked to cellular senescence. Together, our study provides a high-resolution transcriptome reference across spatial as well as temporal axes of the human endothelium.
DOI: 10.14458/utcc.the.2008.14
title: ปัจจัยที่มีผลกระทบต่อดัชนีราคาตลาดหลักทรัพย์ เอ็ม เอ ไอ

description: การศึกษาครั้งนี้ศึกษา เรื่องปัจจัยที่มีผลกระทบต่อดัชนีราคาตลาดหลักทรัพย์ เอ็ม เอไอ (mai Index) โดยใช้ข้อมูลทุติยภูมิแบบอนุกรมเวลา (secondary time series data) ใช้เป็นราคาปิดรายเดือน ตั้งแต่เดือนกันยายน พ.ศ.2545 ถึง มิถุนายน พ.ศ. 2551 รวมระยะเวลาในการศึกษา 70 เดือนวัตถุประสงค์ของการศึกษาครั้งนี้เพื่อศึกษาถึงปัจจัยที่มีผลกระทบต่อดัชนีราคาตลาดหลักทรัพย์ เอ็ม เอ ไอ (mai Index) และเพื่อสร้างแบบจำลองความสัมพันธ์ของปัจจัยต่างๆกับดัชนีราคาหลักทรัพย์ของตลาดหลักทรัพย์ เอ็ม เอ ไอ (mai Index) โดยใช้วิธีการสร้างสมการถดถอยเชิงซ้อน (Multiple Regression) ด้วยวิธีกำลังสองน้อยที่สุด (Ordinary Least Square)จากการศึกษาพบว่า ปัจจัยที่มีผลกระทบต่อดัชนีราคาตลาดหลักทรัพย์ เอ็ม เอ ไอ (maiIndex) ได้แก่ดัชนีราคาตลาดหลักทรัพย์ เอ็ม เอ ไอ ในเดือนที่ผ่านมา อัตราส่วนราคาต่อกำไรสุทธิต่อหุ้นของตลาดหลักทรัพย์ เอ็ม เอ ไอ มูลค่าการซื้อขายหลักทรัพย์รวมในตลาดหลักทรัพย์เอ็ม เอ ไอ และดัชนีราคาตลาดหลักทรัพย์แห่งประเทศไทย ที่ระดับนัยสำคัญ 0.05 ในทิศทางเดียวกันซึ่งสอดคล้องกับสมมติฐานที่ตั้งไว้ ส่วนดัชนีอุตสาหกรรมดาวโจนส์และมูลค่าการซื้อขายสุทธิของนักลงทุนต่างประเทศในตลาดหลักทรัพย์ เอ็ม เอ ไอ นั้น ปรากฎว่าไม่มีนัยสำคัญทางสถิติ เนื่องจากการที่นักลงทุนต่างประเทศจะลงทุนในหลักทรัพย์ใดๆนั้น นักลงทุนต่างประเทศจะพิจารณามูลค่าทางตลาด,สภาพคล่องของหลักทรัพย์นั้นๆ อีกทั้งหลักทรัพย์ที่จดทะเบียนอยู่ในตลาดหลักทรัพย์ เอ็ม เอ ไอ หากแบ่งตามหมวดอุตสาหกรรมแล้ว หมวดอุตสาหกรรมในตลาดหลักทรัพย์ เอ็ม เอ ไอ กับอุตสาหกรรมดาวโจนส์มีหมวดอุตสาหกรรมที่แตกต่างกัน ดังนั้นด้วยมูลค่าทางตลาดที่เล็กและสภาพคล่องที่ต่ำของตลาดหลักทรัพย์ เอ็ม เอไอ จึงทำให้นักลงทุนต่างประเทศไม่ค่อยสนใจที่จะลงทุนเท่าใดนัก และดัชนีตลาดหลักทรัพย์เอ็ม เอ ไอ (mai Index) ก็ไม่ขึ้นกับดัชนีอุตสาหกรรมดาวโจนส์เพราะตลาดหลักทรัพย์ เอ็ม เอไอ เป็นตลาดที่ค่อนข้างเล็กจึงไม่ได้อิงกับดัชนีอุตสาหกรรมดาวโจนส์มากนัก
DOI: 10.15468/dl.qbup9u
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Colonia colonus)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028912-250802193616735/datasets/export for details.
DOI: 10.15468/dl.gk3f9j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Colonia colonus)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028911-250802193616735/datasets/export for details.
DOI: 10.15468/dl.ygpf64
title: Occurrence Download

description: A dataset containing 292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bahamas",
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "HasCoordinate is true",
 "Elevation is greater than or equal to -1000m",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 292 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028914-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16778554
title: Global 1km Resolution Solar Photovoltaic Resource,Technical,and Economic Potential:Raster Datasets,Country-Level Statistics and Google Earth Engine Code

description: DescriptionThis dataset accompanies the study “Global Fine-Scale Assessment of the Technical and Economic Potential of Solar Photovoltaic Power Using Google Earth Engine”, providing comprehensive geospatial data products and code to support replication and further analysis. It includes:





Global 1-km raster layers representing:





Solar resource potential (irradiance-based)




Technical potential, accounting for terrain, land use, slope, and protected area exclusions




Economic potential, defined as grid cells satisfying affordability and infrastructure-access criteria (payback period ≤ 15 years; distance to road/settlement ≤ 50 km)






Country-level summary tables, aggregating PV potential under each scenario (resource, technical, economic) using high-resolution administrative boundaries.




GEE JavaScript code, used to compute expected payback periods from multi-source global inputs including annual benchmark electricity prices, total installation costs, and geospatial constraints. The code also incorporates economic screen criteria and generates the above raster outputs.



All raster files are provided in GeoTIFF format with a 1 km spatial resolution in WGS 84 (EPSG:4326). Country-level statistics are provided in CSV format. The code is available as a GEE script and a downloadable .js file.

These resources allow researchers, planners, and policymakers to replicate our analysis or customize it for regional applications, infrastructure planning, and investment prioritization in support of Sustainable Development Goal 7 and global solar energy deployment strategies.

KeywordsSolar photovoltaic, global assessment, economic potential, Google Earth Engine, geospatial dataset, payback period, energy planning, 1 km resolution
DOI: 10.6084/m9.figshare.29861093
title: Theta Oscillations Underpin Syntactic Encoding in First and Second Language Sentence Production

description: Successful language communication relies on efficient syntactic encoding to produce well-structured sentences, yet the real-time neural dynamics of this process, particularly in second language (L2) learners, are poorly understood. Here, we used scalp EEG to investigate the neural dynamics of syntactic encoding in first language (L1) and L2 production of Mandarin Chinese. Participants prepared sentences of varying syntactic complexity during a cued-delay period, allowing us to isolate syntactic encoding from articulation. We found qualitatively distinct neural dynamics between groups. Time-resolved multivariate decoding revealed that L1 speakers formed robust and sustained complex syntactic representations from the onset of sentence planning, whereas L2 representations were delayed and transient. This divergence was underpinned by theta-band oscillations, which flexibly tracked the subjective syntactic computational load for each group. Furthermore, L1 speakers engaged a specialized left-lateralized frontotemporal network, while L2 speakers recruited a compensatory bilateral frontal-posterior network. These results initially provide a multi-level account of syntactic encoding, demonstrating that L1 and L2 sentence production rely on fundamentally different neural computations and establishing that theta-band phase coherence is a core mechanism for building hierarchical syntactic structure.
DOI: 10.6084/m9.figshare.29861093.v1
title: Theta Oscillations Underpin Syntactic Encoding in First and Second Language Sentence Production

description: Successful language communication relies on efficient syntactic encoding to produce well-structured sentences, yet the real-time neural dynamics of this process, particularly in second language (L2) learners, are poorly understood. Here, we used scalp EEG to investigate the neural dynamics of syntactic encoding in first language (L1) and L2 production of Mandarin Chinese. Participants prepared sentences of varying syntactic complexity during a cued-delay period, allowing us to isolate syntactic encoding from articulation. We found qualitatively distinct neural dynamics between groups. Time-resolved multivariate decoding revealed that L1 speakers formed robust and sustained complex syntactic representations from the onset of sentence planning, whereas L2 representations were delayed and transient. This divergence was underpinned by theta-band oscillations, which flexibly tracked the subjective syntactic computational load for each group. Furthermore, L1 speakers engaged a specialized left-lateralized frontotemporal network, while L2 speakers recruited a compensatory bilateral frontal-posterior network. These results initially provide a multi-level account of syntactic encoding, demonstrating that L1 and L2 sentence production rely on fundamentally different neural computations and establishing that theta-band phase coherence is a core mechanism for building hierarchical syntactic structure.
DOI: 10.34740/kaggle/dsv/12709713
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.myunan
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iniistius pavoninus"
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028915-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.