cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/2j3d5xh6cp.1
title: Data for: First African record of micromelerpetid amphibians (Temnospondyli, Dissorophoidea)

description: Fig. 1. Geographic and geologic setting of the late Pennsylvanian (Stephanian A/B, Kasimovian) Souss basin with the Ida Ou Ziki and Ida Ou Zal sub-basins in the south-central Morocco. Fig. 2A. Stratigraphic subdivision and generalised sedimentology of the Stephanian strata in the Ida Ou Zal sub-basins of the Souss Basin. Fig. 2B. Outcrop at locality CDUE-83-AG XXV, the type-locality of the micromelerpetid Branchierpeton saberi sp. nov. Fig. 3. The micromelerpetid Branchierpeton saberi sp. nov., with reconstructed skulls (A-C) and important postcranial bones (D-H). A: dorsal view in early larval stage; B: dorsal view in late larval stage; C: palatal view in late larval stage; D-E: interclavicle and fore limb in late larval stage; F-H: fore limb, hind limb, and ilium in early larval stage. Abbreviations—bp, basal plate of parasphenoid; ec, ectopterygoid; f, frontal; fem, femur; hum, humerus; icl, interclavicle; il, ilium; j, jugal; l, lacrimal; m, maxilla; n, nasal; p, parietal; pc, cultriform process of parasphenoid; pl, palatine; pm, premaxilla; po, postorbital; pp, postparietal; prf, prefrontal; pt, pterygoid; ptf, postfrontal; qj, quadratojugal; ra, radius; sq, squamosal; st, supratemporal; t, tabular; ul, ulna; v, vomer. Sl, midline skull length. Fig. 4. The holotype of Branchierpeton saberi sp. nov. in ventral view, late larval stage with a skull length of 15.5 mm; part (CDUE 801a; A, C) and counterpart (CDUE 801b; B). Abbreviations— bp, basal plate of parasphenoid; brp, branchial platelets; cb1, 2, ceratobranchials 1, 2; ch, choane; chy, ceratohyal; cl, clavicle; cth, cleithrum; d/ls, dorsal or lateral scales; ec, ectopterygoid; f, frontal; hbI, hyobranchial I; hum, humerus; icl, interclavicle; j, jugal; l, lacrimal; m, maxilla; n, nasal; na, neural arch; p, parietal; pc, cultriform process of parasphenoid; pl, palatine; pm, premaxilla; po, postorbital; po, postorbital; pp, postparietal; prf, prefrontal; pt, pterygoid; ptf, postfrontal; qj, quadratojugal; r, rib; ra, radius; sc, scapulocoracoid; scl, sclerotic ring elements; sq, squamosal; st, supratemporal; t, tabular; v, vomer; vs, ventral scales. Fig. 5. The skeleton of Branchierpeton saberi sp. nov. in early larval stage with a skull length about 6 mm (paratype, CDUE 800; A-B). Abbreviations—cl, clavicle; ec, ectopterygoid; f, frontal; fem, femur; hum, humerus; il, ilium; l, m, maxilla; na, neural arch; p, parietal; pl, palatine; pm, premaxilla; po, postorbital; r, rib; sr, sacral rib; st, supratemporal; t, tabular; ti, tibia. Fig. 6. Micromelerpetid skulls in comparison: A: Branchierpeton saberi sp. nov.; B: Branchierpeton saalense (after Werneburg, 1996); C: Micromelerpeton credneri (after Boy, 1995); Abbreviations—f, frontal; j, jugal; l, lacrimal; m, maxilla; n, nasal; p, parietal; pm, premaxilla; po, postorbital; pp, postparietal; prf, prefrontal; ptf, postfrontal; qj, quadratojugal; sq, squamosal; st, supratemporal; t, tabular. Sl, midline skull length.
DOI: 10.17632/5xs6d4ytwv.1
title: Data for: Economic Implications of the Relative Abundance of the Chemical Elements

description: World production, real price, and cumulative patents data for minerals 1900-2015
DOI: 10.17632/6fzsnngdd2.1
title: Data for: 3395995
DOI: 10.17632/6fzsnngdd2.2
title: Data for: 3395995
DOI: 10.17632/bzp658tvt5.1
title: Data for: Predicting effective moduli of a Z-reinforced core with cavities using a novel theoretical approach and a micromechanics finite element method

description: date
DOI: 10.17632/g37r67jw4g.1
title: Data for: Provenance of the East Guangdong Basin and Yong'an Basin in the South China Block: Response to the Mesozoic Tectonic Regime Transformation

description: Reflected and transmitted photomicrographs and cathodoluminescence (CL) images were taken of the zircon targets embedded in epoxy resin at Beijing Zirconia Navigation Technology Co., Ltd., Beijing, China. Zircon U-Pb isotopic dating was then conducted at Nanjing Normal University, Nanjing (NNU), China, and the State Key Laboratory of Continental Dynamics, Northwest University, Xi'an (SKLCD), China. Samples YAB-02, YAB-03, YAB-04, EGDB-05, and EGDB-06 were analysed at NNU using an Agilent 7700X ICP-MS system, while samples EGDB-01, EGDB-02, EGDB-03, EGDB-04, YAB-01, and YAB-05 were analysed at SKLCD using an Agilent 7500a ICP-MS system. The detailed operating process and data analysis methods were the same as those described by Yuan et al. (2004). When determining the zircon U-Pb ages, we used 206Pb/238U ages and 2σ values for zircon grains with ages younger than 1000 Ma and 207Pb/206Pb ages and 2σ values for zircon grains with ages older than 1000 Ma (Compston et al., 1992).
DOI: 10.17632/m5nkkftgtb.1
title: Data for: On the asphericity of the figures of Pluto and Charon

description: Functions Oblate(q,beta) and Stokes(q,beta) deduce numerical values of $\alpha$ and $I_2$ for given $q$ and $\beta$. In the body of each function the numeric type of data 'long double' is used to calculate the coefficients $p_k, s_k$, which provides a more accurate decimal representation of rational numbers compared to the type 'double'. Both functions are defined in the PlutoCharon.cpp library file. More detailed description of the operation of these functions see in the file PlutoCharon.h.
DOI: 10.17632/nxc5r6fmzt.1
title: Data for: A multilane cellular automaton multi-attribute lane-changing decision model

description: lane-changing model's raw data
DOI: 10.17632/vh5xfhhhb5.1
title: Data for: 3396395
DOI: 10.17632/w9kxzvx376.1
title: Data for: Effects of different irrigation management parameters on cumulative water supply under negative pressure irrigation

description: Data set contain Figure 1. measured and simulated cumulative water infiltration under negative-pressure irrigation, and Figure 10. measured and estimated cumulative water supply (Q) values under negative-pressure irrigation.
DOI: 10.17632/xc6c8xr564.1
title: Data for: A study on leading machine learning techniques for high order fuzzy time series forecasting

description: It contains the Time Series Datasets used and Simulation Results Obtained relating to this paper.
DOI: 10.5061/dryad.14hq8cd/1
title: I40 ELP DNA sequencing data

description: The files in this folder are the sequencing results received from Eurofins Genomics for the I40 POE-W plasmid.
DOI: 10.5061/dryad.14hq8cd/2
title: I40 ELP DLS data and analysis

description: The files in this folder were used to generate Fig 2.
DOI: 10.5061/dryad.14hq8cd/3
title: I40 ELP AFM data

description: IGOR Pro binary wave file containing AFM data used to generate Fig 3.
DOI: 10.5061/dryad.14hq8cd/4
title: I40 ELP FlowCam filters and classification files
DOI: 10.5061/dryad.14hq8cd/5
title: I40 ELP data analysis and graphics - Origin

description: Unicode-compliant Origin 2018 project file containing all data analysis and graphing for this study
DOI: 10.5061/dryad.14hq8cd/6
title: I40 ELP FlowCam in water
DOI: 10.5061/dryad.14hq8cd/7
title: I40 ELP FlowCam in high salt non-reducing conditions
DOI: 10.5061/dryad.1n35197/15
title: SuttnerKido Table 2

description: Chi square test performed in EXCEL. Abundance and Presence-Absence data of (A) the preservation type and (B) the tissue type related to facies. Results are significant at P-value &lt; 0.05.
DOI: 10.5061/dryad.1n35197/17
title: SuttnerKido Synchrotron raw data_Part 2

description: Synchrotron raw data of the coniform specimen NHMW 2018/0146/0001 (tiff files: 513–1024).
DOI: 10.5061/dryad.1n35197/18
title: SuttnerKido Synchrotron raw data_Part 3

description: Synchrotron raw data of the coniform specimen NHMW 2018/0146/0001 (tiff files: 1025–1536).
DOI: 10.5061/dryad.1n35197/19
title: SuttnerKido Synchrotron raw data_Part 4

description: Synchrotron raw data of the coniform specimen NHMW 2018/0146/0001 (tiff files: 1537–2048, stack list file).
DOI: 10.5061/dryad.1n35197/20
title: SuttnerKido Synchrotron raw data_Part 1

description: Synchrotron raw data of the coniform specimen NHMW 2018/0146/0001 (tiff files: 1–512).
DOI: 10.5061/dryad.252b9n4/1
title: Pimsler_etal.2019.EcologyAndEvolution.DRYAD.tar

description: Tar file containing: RawAssemblyFasta.tar.gz (24 raw transcriptome assembles in fasta format), CountNode.tar.gz (Raw read count alignment tables for each node and each library for each of 24 separate assemblies), PredationAnalysis25_100.R (exemplar R script for analysis), and LaboratoryPredationData.xlsx (No-choice predation assay survival results table).
DOI: 10.5061/dryad.6cn55fb/1
title: Fine root and leaf traits of forest swamps

description: Twelve functional traits for fine roots and leaves of plants measured in forest swamps
DOI: 10.5061/dryad.768vg4f/3
title: functions_TI_RSOS_2018

description: supplemental R code
DOI: 10.5061/dryad.768vg4f/5
title: coordinates_of_landmarks

description: the raw data of coordinates of landmarks in csv format
DOI: 10.5061/dryad.768vg4f/6
title: reference_shape

description: the reference mesh and landmarks data (PRI_2584) used for visualization
DOI: 10.5061/dryad.82mn2ht/1
title: Eastwood-Fig1CDEF

description: Source data related to Figure 1.
DOI: 10.5061/dryad.82mn2ht/2
title: Eastwood-Fig2ABCD

description: Source data for Figure 2
DOI: 10.5061/dryad.82mn2ht/3
title: Eastwood-Fig3ABCD

description: Source data for Figure 3
DOI: 10.5061/dryad.82mn2ht/4
title: Eastwood-Fig4CDE

description: Source experimental data for Figure 4
DOI: 10.5061/dryad.82mn2ht/5
title: Eastwood-Fig5ABC

description: Source experimental data for Figure 5
DOI: 10.5061/dryad.8p20m31/1
title: ZT0 replicates

description: Raw proteomic results (n=5) from mosquito bodies collected at ZT0 (dawn).
DOI: 10.5061/dryad.bt3ng2j/4
title: Cluster Investigations

description: This is the input file used any components of the paper using GPS collared cougar kill-site information ("Sampled Collared Cougar Case Histories and Domestic Prey"). This processed version has all geographic coordinate information removed to protect the precise locations of the subject puma and to avoid providing specific types of location data of animals on private lands per state of Colorado statutes. Domestic prey presence, Julian calendar day number, cougar identifier, cougar age, cougar sex, housing density, and prey species eaten are identified respectively by the columns: "DomesticPrey", "Days", "Entity_ID", "Entity_age", "Entity_sex", "HDM100_fs4", and "Species". Other columns used in data processing include the unique GPS location cluster identifier ("ClusterID_8day"), start data of cluster ("ClusterStart"), identification of whether the species identified was the primary prey item ("Primary_Use"). Processing code is available upon request.
DOI: 10.5061/dryad.gv0p9n4/1
title: microsatellite data

description: the size and peak area of alleles generated in fragment analysis.
DOI: 10.5061/dryad.gv0p9n4/2
title: microsatellite genotypes

description: Inferred tetraploid genotypes, using the MAC-PR method (Esselink et al. 2004).
DOI: 10.5061/dryad.gv0p9n4/3
title: MACPR R script

description: R script that infers tetraploid genotypes given allele size and peak area data.
DOI: 10.5061/dryad.gv0p9n4/4
title: MLTET_formatter

description: R script that converts genotypic data (see microsatellite genotypes.csv) into MLTET format
DOI: 10.5061/dryad.j2p05q3/2
title: Macroinvertebrate Abundance Data

description: Macroinvertebrate abundance associated to the leaf bags for each stream site. The data includes the count of individuals identified from each stream, leaf pack replicate, and collection day.
DOI: 10.5061/dryad.kb2107q/3
title: Phylogenetic Matrix

description: Phylogenetic matrix from Evers and Benson (2019) including the taxon Neusticemys neuquina. (Evers, S. W., and Benson, R.B.J., 2019, A new phylogenetic hypothesis of turtles with implications for the timing and number of evolutionary transitions to marine lifestyles in the group: Palaeontology, v. 62, p. 93–134)
DOI: 10.5061/dryad.kb2107q/5
title: README
DOI: 10.5061/dryad.n445r0h/1
title: Raw Data File

description: Data file containing all raw effect sizes (Pearson correlation coefficients r) included in this meta-analysis.
DOI: 10.5061/dryad.p7k5582/1
title: Lin&Denis_dataset

description: Benthic data for the 89 transects surveyed at two depths at three regions around Taiwan
DOI: 10.5061/dryad.p7k5582/2
title: Lin&Denis_script

description: R script for analysis
DOI: 10.5061/dryad.r0q57k3/1
title: Khalil_Plant traits data

description: Plant trait datafile for 29 species growing in either cultivar or local ecotype plots. Data are provided for four functional traits. See the README file for details.
DOI: 10.5061/dryad.r0q57k3/2
title: Species Cover data 2006-2015

description: Date are % canopy cover for species (columns I-AK) from 2006-2015. Columns A-F (see column headers) specify quadrat location in the field experiment (See Methods and Figure S1) where column C Population indicates 1 = Cultivar plot, 2 = Local Ecotype plot. Column H Plot-Code is based upon entries in columns A-G.
DOI: 10.5061/dryad.r7360c7/1
title: Supplementary Data File

description: Morphological data on Pliocercus elapiodes and several Micrurus species. Data on number of attacks on different artificial prey phenotypes with coral snake color patterns.
DOI: 10.5061/dryad.tf80pd8/1
title: Data_Ssali_et.al_2019_Biotropica
DOI: 10.17632/39pwx6mxc2.1
title: Data for: Late Jurassic–Early Cretaceous climate change record in clay minerals of the Norwegian-Greenland Seaway

description: 001 Kaolinite : 001 illite ratios and associated ages (from Turner et al. 2019) from wells 16/1-14 (2373.80 m - 2409.7 m), 16/3-4 (1915.18 m - 1926.45 m), 7120/2-3 (2002.45 m - 2020.5 m), 6406/12-2 (3731 m - 3758 m) and 33/12-10 (2944.75 m - 2969.95 m).
DOI: 10.17632/7kmkf94r9w.1
title: Data for: Integral transform method solution for heat transfer in polymer melt flow in a rectangular single screw channel with periodic inlet temperature

description: octave programs for performing the integral transform of periodic heat transfer in drag and pressure driven fluid flow
DOI: 10.17632/rr29t4553f.1
title: Data for: RAGE/STAT5/autophagy axis regulates senescence in mesangial cells
DOI: 10.5061/dryad.14hq8cd/10
title: I40 ELP FlowCam in water - Nano Run 3
DOI: 10.5061/dryad.14hq8cd/11
title: I40 ELP FlowCam in water - Nano Run 4
DOI: 10.5061/dryad.14hq8cd/12
title: README

description: Description of all directories and files contained in this data package.
DOI: 10.5061/dryad.14hq8cd/8
title: I40 ELP FlowCam in high salt reducing conditions
DOI: 10.5061/dryad.14hq8cd/9
title: I40 ELP FlowCam in water - Nano Run 2
DOI: 10.5061/dryad.3tv1523/1
title: Raw: Moa NaOH Inject 1

description: Raw MS data file for Moa Fossil Sample, NaOH fraction, Injection 1
DOI: 10.5061/dryad.3tv1523/2
title: Raw: Moa NaOH Inject 2

description: Raw MS data file for Moa Fossil Sample, NaOH fraction, Injection 2
DOI: 10.5061/dryad.43qc486/1
title: ALS Community Guidance

description: ALS Community Guidance for Industry: Drug Development for Amyotrophic Lateral Sclerosis, 2018.
DOI: 10.5061/dryad.768vg4f/12
title: results

description: the implementation results
DOI: 10.5061/dryad.768vg4f/13
title: main_TI_RSOS_2018

description: main R code
DOI: 10.5061/dryad.768vg4f/8
title: README
DOI: 10.5061/dryad.768vg4f/9
title: data_TI_RSOS_2018

description: the data including ID, sex, population, prefecture, environment, generation, age (age class), latitude, longitude, island, captivity, age_y (age in years), generation
DOI: 10.5061/dryad.82gn3m6/1
title: TABLE A1

description: TABLE A1 | Protein sequences relevant to tetramethylpyrazine metabolism in Laceyella sacchari FBKL4.010.
DOI: 10.5061/dryad.82gn3m6/2
title: Figure A1

description: FIGURE A1 The reconstructed acetoin metabolic pathway in the strain FBKL4.010 based on the KEGG PATHWAY database. EMP represent Embden-Meyerhof pathway. Red marked genes represent genes related with tetramethylpyrazine synthesis on FBKL4.010 genome. The locus tags of marked genes and the ANI value with the most similar genes were shown next to the marked genes.
DOI: 10.5061/dryad.82gn3m6/3
title: Figure A2

description: FIGURE A2 The reconstructed result of the ammonium metabolic pathway in the strain FBKL4.010 based on the KEGG PATHWAY database. Red marked genes represent genes related with tetramethylpyrazine synthesis on FBKL4.010 genome. The locus tags of marked genes and the ANI value with the most similar genes were shown next to the marked genes.
DOI: 10.5061/dryad.8p20m31/2
title: ZT4 replicates

description: Raw proteomic results (n=5) from mosquito bodies collected at ZT4
DOI: 10.5061/dryad.8p20m31/3
title: ZT8 replicates

description: Raw proteomic results (n=5) from mosquito bodies collected at ZT8
DOI: 10.5061/dryad.8p20m31/4
title: ZT12 replicates

description: aw proteomic results (n=5) from mosquito bodies collected at ZT12 (Dusk)
DOI: 10.5061/dryad.8p20m31/5
title: ZT16 replicates

description: Raw proteomic results (n=5) from mosquito bodies collected at ZT16.
DOI: 10.5061/dryad.8p20m31/6
title: ZT20 replicates

description: Raw proteomic results (n=5) from mosquito bodies collected at ZT20.
DOI: 10.5061/dryad.8p20m31/7
title: pools of whole mosquito replicates
DOI: 10.5061/dryad.8p20m31/8
title: Additional proteomics for identification

description: Additional raw proteomics files used for identification
DOI: 10.5061/dryad.9232648/1
title: DAM_total

description: All recorded activity counts for flies measured using the Drosophila Activity Monitor (DAM).
DOI: 10.5061/dryad.9232648/2
title: Social Aggregation measurements

description: Social aggregation measures, and treatment group IDs of groups of flies. Nearest neighbour distance was measured in millimetres and body lengths.
DOI: 10.5061/dryad.9232648/3
title: Social Aggregation Body Lengths

description: Measures of randomly selected flies from an experiment testing the effect of genetic and sex-specific variation on social aggregation before and after infection with DCV.
DOI: 10.5061/dryad.cp388tm/1
title: Primary care in different facilities_pcat3final data file_spss_SAV_270718

description: SPSS data file of 962 respondents for assessment of primary care performance in different types of facilities.
DOI: 10.5061/dryad.db660b8/1
title: Python and Watersnake Proteomics Data

description: Data tables containing peptide spectral matches (PSM) data and additional proteomics data for python and watersnake intestine samples at fasted, 1 day post-feeding (DPF), and 4 DPF. See included table assigning treatment time points to sample/file names.
DOI: 10.5061/dryad.f01pr47/1
title: Puya germination trials on a temperature gradient

description: Daily proportions of Puya raimondii seeds germinated at 12 temperatures from 8.4 to 23.7°C. At each temperature 200 seeds were sown. x = days from start of trial, other columns represent the changing proportion of seeds germinated at each temperature. This data arrangement is ideal for analysis with the nlstimedist R package, which provides biologically meaningful quantification of unimodal phenology distributions.
DOI: 10.5061/dryad.f01pr47/2
title: R script for analysis of Puya raimondii germination trials on a temperature gradient

description: Basic R script to load relevant libraries, import data file, and fit models for each temperature.
DOI: 10.5061/dryad.g60vv21/1
title: Dryad_data_Smith_et_al_2019

description: This file explains all of the variables in each of the datasets that accompany the following publication: R.S. Smith, T.Z. Osborne, I. Feller, J. E. Byers. Detrital traits affect substitutability of a range-expanding foundation species across latitude. Oikos. 2019.
DOI: 10.5061/dryad.gv0p9n4/10
title: MLTET_IA10
DOI: 10.5061/dryad.gv0p9n4/11
title: MLTET_IN46
DOI: 10.5061/dryad.gv0p9n4/12
title: MLTET_IN77
DOI: 10.5061/dryad.gv0p9n4/13
title: MLTET_KS60
DOI: 10.5061/dryad.gv0p9n4/14
title: MLTET_KY51
DOI: 10.5061/dryad.gv0p9n4/6
title: MLTET_AL79
DOI: 10.5061/dryad.gv0p9n4/7
title: MLTET_AL2012
DOI: 10.5061/dryad.gv0p9n4/8
title: MLTET_ALBG
DOI: 10.5061/dryad.gv0p9n4/9
title: MLTET_AR125
DOI: 10.5061/dryad.n445r0h/2
title: Data file of family mean estimates

description: Data file containing mean effect sizes (Pearson correlation coefficients r) for each taxonomic family together with estimates of species richness and crown age.
DOI: 10.5061/dryad.n445r0h/3
title: List of primary studies

description: Full reference list of primary studies included in this meta-analysis.
DOI: 10.5061/dryad.n445r0h/4
title: Phylogeny

description: Phylogeny in NEWICK format used to control for phylogenetic non-independence.
DOI: 10.5061/dryad.nc0f501/1
title: README

description: Contains readme and notes for all files.
DOI: 10.5061/dryad.nc0f501/2
title: files_plotfigures

description: Contains Matlab code (.m files) and data (.mat files) plotting the figures.
DOI: 10.17632/2dfgzyfppv.1
title: Data for: Using referenda to improve targeting and decrease costs of conditional cash transfers

description: This is the data associated with the paper "Using referenda to improve targeting and decrease costs of conditional cash transfers." This dataset is also available through the World Banks Microdata Repository, which contains a broader description of the data collection process, in January of 2019: http://microdata.worldbank.org/index.php/home.
DOI: 10.17632/3xn3ks59dz.1
title: Data for: Lithography-free and Dopant-free Back-contact Silicon Heterojunction Solar Cells with Solution-processed TiO2 as the Efficient Electron Selective Layer

description: The file includes the light I-V dates of six IBC devices
DOI: 10.17632/4cwb59fpjt.1
title: Data for: The adjoint problem as physical heuristic for loading pattern optimization

description: The manuscript
DOI: 10.17632/g354tfgjns.1
title: Data for: Thermal and Mechanical properties of Fired clay bricks made by using vine shoots as pore forming agent. Influence of particle size and percentage of replacement.
DOI: 10.17632/sssb5wsmym.1
title: Data for: Lithography-free and Dopant-free Back-contact Silicon Heterojunction Solar Cells with Solution-processed TiO2 as the Efficient Electron Selective Layer

description: The carrier lifetime and J0 dates of the wafer covered by different passivation layer are provided
DOI: 10.17632/vyzrbd4pnn.1
title: Data for: Sedimentary dynamics and climatic implications of Cretaceous loess-like red beds in the Lanzhou basin, Northwest China

description: Contents of this file Tables S1 to S2 Introduction • Magnetic data (Table S1) and trace element data (Table S2)
DOI: 10.17632/w3jhr6t8b4.1
title: Code for: Spatial Analysis Made Easy with Linear Regression and Kernels

description: Supplementary code for the paper Milton et al. - Spatial Analysis Made Easy with Linear Regression and Kernels (2019).
DOI: 10.5061/dryad.04vk390/2
title: Rawls_Supplementary_data2

description: Gene enrichment categories from DAVID Bioinformatics
DOI: 10.5061/dryad.31f7ph7/1
title: Crop pollinator pan trap, timed observation and transect data

description: This dataset contains abundance data for common groups of insect pollinators collected from 6 sampling locations in 8 conventional fields of apple, strawberry and field beans. Apple orchards were located in Kent (Southern England), field beans fields were located in Berkshire and Oxfordshire (Southern England) and strawberry field were in Yorkshire (Northern England). These data were collected using 3 different methods. Pan traps: 6 yellow, white and blue water trap stations were set up and left for between 8 and 24 hours. Transects: Each transect involved walking 50m of crop over 10 minutes recording all flower visitors observed in a moving window of fixed area alongside the recorder. Stationary observation: All floral visits made by pollinators in a fixed area were recorded for 10 minutes. The number of open flowers in the observation area was also recorded. Each method was carried out simultaneously, over several rounds during crop flowering and only in dry conditions, in temperature 15 oC or greater with no more than light wind.