cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18367580
title: INTRODUCING A NEW DIRECTION IN GENERAL SECONDARY SCHOOLS IMPLEMENTATION OF STEAM EDUCATION

description: This article discusses the theoretical foundations, relevance, and practical significance of implementing STEAM (Science, Technology, Engineering, Art, Mathematics) education, which is considered a new pedagogical approach in general secondary schools. The role of STEAM education in developing students’ creative, critical, and logical thinking, as well as the opportunities for improving the quality of education through interdisciplinary integration, is scientifically analyzed. In addition, the mechanisms for implementing STEAM education and its importance in the modern education system are substantiated.
DOI: 10.5281/zenodo.18367581
title: INTRODUCING A NEW DIRECTION IN GENERAL SECONDARY SCHOOLS IMPLEMENTATION OF STEAM EDUCATION

description: This article discusses the theoretical foundations, relevance, and practical significance of implementing STEAM (Science, Technology, Engineering, Art, Mathematics) education, which is considered a new pedagogical approach in general secondary schools. The role of STEAM education in developing students’ creative, critical, and logical thinking, as well as the opportunities for improving the quality of education through interdisciplinary integration, is scientifically analyzed. In addition, the mechanisms for implementing STEAM education and its importance in the modern education system are substantiated.
DOI: 10.5519/qd.vxcpypgb
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (7 records)
DOI: 10.5281/zenodo.18367584
title: ILMGA INTILGAN YOSH – JAMIYAT TAYANCHI

description: Mazkur maqolada jamiyat taraqqiyoti va barqaror rivojlanishida ilmga intilgan, bilimli va malakali yoshlarning o‘rni yoritib beriladi. Xususan, arab tili yo‘nalishida tahsil olayotgan talabalar misolida chet tillarini chuqur o‘zlashtirgan yoshlarning ilm-fan, ta’lim, xalqaro munosabatlar va madaniy aloqalardagi ahamiyati tahlil qilinadi. Maqolada arab tilini o‘rganish jarayonida yoshlarning intellektual salohiyati, tafakkuri va kasbiy kompetensiyalari shakllanishi hamda ularning jamiyat taraqqiyotiga qo‘shayotgan hissasi yoritiladi. Ilmga  intilgan yoshlarni qo‘llab-quvvatlash va ularning salohiyatini rivojlantirish jamiyat tayanchini mustahkamlovchi muhim omil ekanligi asoslab beriladi.
DOI: 10.5281/zenodo.18367585
title: ILMGA INTILGAN YOSH – JAMIYAT TAYANCHI

description: Mazkur maqolada jamiyat taraqqiyoti va barqaror rivojlanishida ilmga intilgan, bilimli va malakali yoshlarning o‘rni yoritib beriladi. Xususan, arab tili yo‘nalishida tahsil olayotgan talabalar misolida chet tillarini chuqur o‘zlashtirgan yoshlarning ilm-fan, ta’lim, xalqaro munosabatlar va madaniy aloqalardagi ahamiyati tahlil qilinadi. Maqolada arab tilini o‘rganish jarayonida yoshlarning intellektual salohiyati, tafakkuri va kasbiy kompetensiyalari shakllanishi hamda ularning jamiyat taraqqiyotiga qo‘shayotgan hissasi yoritiladi. Ilmga  intilgan yoshlarni qo‘llab-quvvatlash va ularning salohiyatini rivojlantirish jamiyat tayanchini mustahkamlovchi muhim omil ekanligi asoslab beriladi.
DOI: 10.13140/rg.2.2.25146.04806
title: University of Dundee Botanic Garden Tree Asset Valuation Report: An i-Tree Eco and CAVAT assessment. Raw dataset 14.01.2024 Frediani, Rogers, Screech (2024) Dundee_InvPiviotAnalysis.xlsx
DOI: 10.15468/dl.mzts2a
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Troglophyton",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 254 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010882-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18367592
title: INFLATSIYA VA UNING IQTISODIYOTGA TA'SIRI

description: Ushbu maqolada inflatsiyaning mohiyati, uning kelib chiqish sabablari va iqtisodiyotga ta'siri tahlil qilinadi. Inflatsiya darajasining ortishi jamiyatning turli qatlamlariga qanday ta'sir ko'rsatishi, uning iqtisodiy barqarorlikka bo'lgan xavflari va potensial foydalari muhokama qilinadi. Shuningdek, davlatning inflatsiyani boshqarish strategiyalari, jumladan, pul-kredit va fiskal siyosat vositalari ko'rib chiqiladi. Maqolada inflatsiyaning uzoq muddatli makroiqtisodiy oqibatlari va uni samarali tartibga solish yo'llari haqida xulosalar beriladi.Zamonaviy iqtisodiyotda inflatsiya eng muhim va murakkab makroiqtisodiy hodisalardan biri hisoblanadi. Inflatsiya nafaqat narxlar darajasining o‘sishi, balki aholi turmush darajasi, ishlab chiqarish hajmi, investitsiyalar, jamg‘armalar va umumiy iqtisodiy barqarorlikka bevosita ta’sir ko‘rsatadigan jarayondir. Har bir davlat iqtisodiy siyosatida inflatsiyani jilovlash, uni maqbul darajada ushlab turish muhim vazifa hisoblanadi.

Inflatsiya darajasining oshib ketishi milliy valyutaning qadrsizlanishiga, aholi real daromadlarining pasayishiga, ijtimoiy tengsizlikning kuchayishiga olib keladi. Shu bilan birga, me’yoriy darajadagi inflatsiya iqtisodiy faollikni rag‘batlantirishi ham mumkin. Shuning uchun inflatsiya hodisasini chuqur o‘rganish, uning sabab va oqibatlarini tahlil qilish dolzarb ahamiyat kasb etadi.
DOI: 10.5281/zenodo.18367593
title: INFLATSIYA VA UNING IQTISODIYOTGA TA'SIRI

description: Ushbu maqolada inflatsiyaning mohiyati, uning kelib chiqish sabablari va iqtisodiyotga ta'siri tahlil qilinadi. Inflatsiya darajasining ortishi jamiyatning turli qatlamlariga qanday ta'sir ko'rsatishi, uning iqtisodiy barqarorlikka bo'lgan xavflari va potensial foydalari muhokama qilinadi. Shuningdek, davlatning inflatsiyani boshqarish strategiyalari, jumladan, pul-kredit va fiskal siyosat vositalari ko'rib chiqiladi. Maqolada inflatsiyaning uzoq muddatli makroiqtisodiy oqibatlari va uni samarali tartibga solish yo'llari haqida xulosalar beriladi.Zamonaviy iqtisodiyotda inflatsiya eng muhim va murakkab makroiqtisodiy hodisalardan biri hisoblanadi. Inflatsiya nafaqat narxlar darajasining o‘sishi, balki aholi turmush darajasi, ishlab chiqarish hajmi, investitsiyalar, jamg‘armalar va umumiy iqtisodiy barqarorlikka bevosita ta’sir ko‘rsatadigan jarayondir. Har bir davlat iqtisodiy siyosatida inflatsiyani jilovlash, uni maqbul darajada ushlab turish muhim vazifa hisoblanadi.

Inflatsiya darajasining oshib ketishi milliy valyutaning qadrsizlanishiga, aholi real daromadlarining pasayishiga, ijtimoiy tengsizlikning kuchayishiga olib keladi. Shu bilan birga, me’yoriy darajadagi inflatsiya iqtisodiy faollikni rag‘batlantirishi ham mumkin. Shuning uchun inflatsiya hodisasini chuqur o‘rganish, uning sabab va oqibatlarini tahlil qilish dolzarb ahamiyat kasb etadi.
DOI: 10.15468/dl.preh4k
title: Occurrence Download

description: A dataset containing 349799 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eristalis tenax"
 ]
}

 The dataset includes 349799 records from 738 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010871-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ut3597
title: Occurrence Download

description: A dataset containing 1671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peganum harmala",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1671 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006091-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arxj4h
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((101.95 38.4,101.88 38.85,101.67 39.25,101.34 39.55,100.94 39.73,100.49 39.78,100.04 39.7,99.61 39.5,99.26 39.2,99.02 38.85,98.93 38.4,99.02 37.95,99.26 37.6,99.61 37.3,100.04 37.1,100.49 37.02,100.94 37.07,101.34 37.25,101.67 37.55,101.88 37.95,101.95 38.4))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ulmaceae"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006092-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqmdjt
title: Occurrence Download

description: A dataset containing 16823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arremon flavirostris",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 16823 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006093-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pa6sjz
title: Occurrence Download

description: A dataset containing 115940 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leymus"
 ]
}

 The dataset includes 115940 records from 773 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006057-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xczwy
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acmadenia kiwanensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006094-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15638829
title: Functional Ultrasound (fUS) Imaging Processing Toolkit for Developing Brain in Mice and Non-Human Primates

description: Example datasets of the raw functional ultrasound (fUS) imaging acquired during this study
DOI: 10.5281/zenodo.15638828
title: Functional Ultrasound (fUS) Imaging Processing Toolkit for Developing Brain in Mice and Non-Human Primates

description: Example datasets of the raw functional ultrasound (fUS) imaging acquired during this study
DOI: 10.15468/dl.rqjr9r
title: Occurrence Download

description: A dataset containing 4538 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-30.6674 -89.56415,236.99855 -89.56415,236.99855 -64.67097,-30.6674 -64.67097,-30.6674 -89.56415))",
 "OccurrenceStatus is Present",
 "TaxonKey is Bryophyta"
 ]
}

 The dataset includes 4538 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006096-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m245zz
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acradenia euodiiformis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 170 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006097-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18402847
title: Low Interaction Complexity but More Links in Diverse Communities
DOI: 10.5281/zenodo.18402848
title: Low Interaction Complexity but More Links in Diverse Communities
DOI: 10.5281/zenodo.18452632
title: SuperDARN data in netCDF format (2011-Mar)

description: 2011-Mar SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.5281/zenodo.6534252
title: SuperDARN data in netCDF format (2011-Mar)

description: 2011-Mar SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.15468/dl.bsfvhm
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-30.6674 -89.56415,236.99855 -89.56415,236.99855 -64.67097,-30.6674 -64.67097,-30.6674 -89.56415))",
 "OccurrenceStatus is Present",
 "TaxonKey is Marchantiophyta"
 ]
}

 The dataset includes 157 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006098-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wactru
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adenandra uniflora",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 70 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006099-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4yuuy
title: Occurrence Download

description: A dataset containing 19547521 records in GBIF matching the query:
SELECT 
 "gbifid", "taxonkey", "phylum", "class", "order", "eventdate", "datasetkey", "countrycode", "stateprovince", "decimallongitude", "decimallatitude" 
FROM occurrence 
WHERE 
 ("hasgeospatialissues" = 'false') AND 
 ("hascoordinate" = 'true') AND 
 ("occurrencestatus" = 'PRESENT') AND 
 NOT("basisofrecord" IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')) AND 
 ("decimallatitude" &gt;= 43) AND 
 ("decimallatitude" &lt; 91) AND 
 ("decimallongitude" &gt;= -80) AND 
 ("decimallongitude" &lt; -79) AND 
 ("year" &lt;= 2025)

 The dataset's 19547521 records were derived from 602 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006088-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2whvkf
title: Occurrence Download

description: A dataset containing 21867423 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Africa, Asia, Oceania, Europe, North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Orthoptera, Odonata, Neuroptera, Meganisoptera, Mecoptera, Mantophasmatodea, Mantodea, Hypoperlida, Glosselytrodea, Ephemeroptera, Eoblattida, Embioptera, Diaphanopterodea, Dermaptera, Cnemidolestodea, Caloneurodea, Blattodea, Archaeognatha)",
 "Year 1925-2024"
 ]
}

 The dataset includes 21867423 records from 9235 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016458-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.hqbzkh1p8
title: Data from: Functional heterogeneity facilitates effectual collective task performance in a worker-polymorphic ant

description: Effective coordination of group actions underlies the success of
 group-living organisms. Recent studies of animal personality have shown
 that groups composed of individuals with different behavioral propensities
 can outperform uniform groups in a range of different tasks, but we have
 only a rudimentary understanding of how differences in individual behavior
 influence the behavior of the group as a whole. In this study, we use
 natural variation in behavioral propensity among morphologically distinct
 worker castes of the small carpenter ant Camponotus yamaokai to shed new
 light on this. Iterative testing indicated that ants displayed consistent
 behavioral differences among individuals and between castes, with major
 workers exhibiting a lower exploratory tendency than minors. By
 constructing groups of different caste composition and quantifying their
 performance in the task of colony emigration, we show that group
 performance is an asymmetric humped function of caste ratio, with optimal
 performance achieved by groups with natural caste ratios. Using a
 simulation model based on our empirical data, we demonstrate that
 inter-individual differences in social attraction and exploratory tendency
 are sufficient to explain the observed patterns. Our results provide new
 insights into how group performance in collective tasks can vary with
 group composition.
description: These data are manually recorded observations based on video
 recordings of ant emigrations. 
description: # *Camponotus yamaokai* emigration and personality data
 [https://doi.org/10.5061/dryad.hqbzkh1p8](https://doi.org/10.5061/dryad.hqbzkh1p8) These two datasets contain i) the outcomes of trials of *Camponotus yamaokai* ants during laboratory emigration trials in groups of different composition (emigration data) and ii) the results of individual personality testing for major and minor workers of *C. yamaokai* (personality tests). ## Description of the data and file structure See summary information in each dataset for a description of variables included. ##
DOI: 10.15468/dl.2y4h85
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Smilodon populator"
 ]
}

 The dataset includes 26 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003778-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/89hwey/h4hzog
title: AN1-2019kalvis (003).pdf
DOI: 10.22008/fk2/89hwey/c6kbi9
title: Conditions.docx
DOI: 10.22008/fk2/89hwey/j4nwj9
title: Copy of Bent Hasholt isbjerg positioner_pt.xlsx
DOI: 10.22008/fk2/89hwey/qq4ff8
title: ib10_a.ARW
DOI: 10.22008/fk2/89hwey/8nq832
title: ib10_b.ARW
DOI: 10.22008/fk2/89hwey/g4xgt4
title: ib10_a.TIF
DOI: 10.22008/fk2/89hwey/sgz88q
title: ib10_c.ARW
DOI: 10.22008/fk2/89hwey/sheh0d
title: ib10_b.TIF
DOI: 10.22008/fk2/89hwey/afdotd
title: ib10_c.TIF
DOI: 10.22008/fk2/89hwey/ive72f
title: ib11_a.ARW
DOI: 10.22008/fk2/89hwey/l5eo17
title: ib11_a.TIF
DOI: 10.22008/fk2/89hwey/os56zm
title: ib11_b.ARW
DOI: 10.22008/fk2/89hwey/1mfg4x
title: ib11_b.TIF
DOI: 10.22008/fk2/89hwey/4cnw0a
title: ib11_c.ARW
DOI: 10.22008/fk2/89hwey/abjtth
title: ib11_c.TIF
DOI: 10.22008/fk2/89hwey/aicmnt
title: ib12_a.ARW
DOI: 10.22008/fk2/89hwey/xejdgw
title: ib12_a.TIF
DOI: 10.22008/fk2/89hwey/8imabx
title: ib12_b.ARW
DOI: 10.22008/fk2/89hwey/oenexl
title: ib12_b.TIF
DOI: 10.22008/fk2/89hwey/epketp
title: ib12_c.TIF
DOI: 10.22008/fk2/89hwey/p7kban
title: ib12_c.ARW
DOI: 10.22008/fk2/89hwey/lvyrdr
title: ib13_a.TIF
DOI: 10.22008/fk2/89hwey/xdkwqt
title: ib13_a.ARW
DOI: 10.22008/fk2/89hwey/dblnud
title: ib13_b.ARW
DOI: 10.22008/fk2/89hwey/lzbggr
title: ib13_b.TIF
DOI: 10.22008/fk2/89hwey/txkw6c
title: ib13_c.ARW
DOI: 10.22008/fk2/89hwey/fbrd91
title: ib15_a.ARW
DOI: 10.22008/fk2/89hwey/u1wzoa
title: ib13_c.TIF
DOI: 10.22008/fk2/89hwey/v8xtvr
title: ib15_b.ARW
DOI: 10.22008/fk2/89hwey/vueygk
title: ib15_a.TIF
DOI: 10.22008/fk2/89hwey/0kkobv
title: ib16_a.ARW
DOI: 10.22008/fk2/89hwey/g1jy26
title: ib15_b.TIF
DOI: 10.22008/fk2/89hwey/ckj6a0
title: ib16_a.TIF
DOI: 10.22008/fk2/89hwey/kuewea
title: ib16_b.ARW
DOI: 10.22008/fk2/89hwey/pmhnhk
title: ib16_b.TIF
DOI: 10.22008/fk2/89hwey/pxq6x9
title: ib16_c.ARW
DOI: 10.22008/fk2/89hwey/k80u0z
title: ib16_c.TIF
DOI: 10.5061/dryad.6djh9w172
title: Data from: Associations with landscape and local-scale wetland habitat conditions vary among migratory shorebird species during stopovers

description: Wetlands provide many ecosystem services and functions, including critical
 stopover habitat for numberous migratory shorbirds species. We conducted
 shorebird surveys at &gt;14,000 wetlands and associated observed
 abundance with wetland variables for 16 species. We found that the scale
 at which observed abundance was associated with wetland extent varied
 among speceis, and that for most species abundance was positively
 associated with higher wetland density, presence of shallow water, more
 usable area, and limited vegetation. There was considerable variation in
 the strength and sometimes direction of responses. Our study helps inform
 optimal habitat requirementes for shorebirds.
description: This is the data archive for all recorded data associated with
 the manuscript titled: Associations with landscape and local-scale wetland
 habitat conditions vary among migratory shorebird species during
 stopovers. Methods of collection are fully described in the methods
 sections of the four resulting publications.
description: # Dataset for: Associations with landscape and local-scale wetland habitat
 conditions vary among migratory shorebird species during stopovers
 [https://doi.org/10.5061/dryad.6djh9w172](https://doi.org/10.5061/dryad.6djh9w172) ## Description of the data and file structure The excel spreadsheet contains one sheet of metadata containing a description of headers, and one sheet of actual data used in resulting publications. ## Code/Software R code for analyses may be requested from the corresponding author of each respective publication.
DOI: 10.22008/fk2/89hwey/cfupr8
title: ib17_a.ARW