cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48597/fjfg-bmpf
title: Measurement of Inorganics in precipitation at Treungen

description: Measurement of Inorganics in precipitation at Treungen
DOI: 10.3535/1tm-2fn-fvg
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yrx-ter-9jy
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48597/nrzk-p7hz
title: Measurement of Inorganics in precipitation at Treungen

description: Measurement of Inorganics in precipitation at Treungen
DOI: 10.17026/dans-xkt-3dg5
title: PAN-00099346 - coin/coin-related, Hendrik II, koning (1002-1014), penning (denarius)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00099346&lt;/p&gt;
description: Modified: 2022-11-08T10:51:11+01:00
DOI: 10.3535/0g8-b65-pth
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/79w-8gl-taq
title: Euploea Fabricius, 1807

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48597/ppy4-debj
title: Measurement of Inorganics in precipitation at Treungen

description: Measurement of Inorganics in precipitation at Treungen
DOI: 10.3535/rbt-tkg-lac
title: Tagiades japetus (Stoll, 1781)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v31-s1j-tre
title: Tagiades gana (Moore, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48597/2mmy-mevr
title: Measurement of Inorganics in precipitation at Treungen

description: Measurement of Inorganics in precipitation at Treungen
DOI: 10.17026/dans-xkt-3ekw
title: Mouttransport Heineken Bierbrouwerij Zoeterwoude: Archeologisch bureauonderzoek
title: Hazenberg AMZ Publicaties 2008-06

description: &lt;p&gt;Bureauonderzoek archeologische waarden Zoeterwoude, Oude Rijn, Hoge Rijndijk&lt;/p&gt;
DOI: 10.3535/tht-khj-kxg
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48597/33fh-hkmr
title: Measurement of Inorganics in precipitation at Treungen

description: Measurement of Inorganics in precipitation at Treungen
DOI: 10.3535/5sd-d0m-g18
title: Iambrix stellifer (Butler, 1877)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gcv-tf1-w7g
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48597/48ar-snaw
title: Measurement of Inorganics in precipitation at Treungen

description: Measurement of Inorganics in precipitation at Treungen
DOI: 10.3535/1kk-jyy-2fw
title: Sphingidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sj8-0g4-xk8
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xkt-4gjx
title: PAN-00056462 - marking lead

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00056462&lt;/p&gt;
description: Modified: 2020-06-18T10:16:07+02:00
DOI: 10.3535/e8s-3bn-yrz
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hhr-x3t-tes
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48597/w3uw-9ar5
title: Measurement of Inorganics in precipitation at Treungen

description: Measurement of Inorganics in precipitation at Treungen
DOI: 10.3535/h2y-apt-e0r
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48597/xt65-xn9n
title: Measurement of Inorganics in precipitation at Treungen

description: Measurement of Inorganics in precipitation at Treungen
DOI: 10.17026/dans-xkt-4txn
title: Plangebied Brede School 'De Himmen' te Sneek, gemeente Súdwest Fryslân; archeologisch vooronderzoek: een bureauonderzoek en karterend veldonderzoek
title: SFBS

description: &lt;p&gt;Brede School "De Him" te Sneek RAAP-projectcode: SFBS. Gemeente Súdwest-Fryslân&lt;/p&gt;
description: &lt;p&gt;SFBS&lt;/p&gt;
description: Date: 2012-08-28 (veldwerk)
DOI: 10.3535/553-ex9-c72
title: Notocrypta paralysos sidha Fruhstorfer, 1911

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b88-2cm-hf8
title: Psolos fuligo (Mabille, 1876)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48597/dty4-6h6j
title: Measurement of Inorganics in precipitation at Treungen

description: Measurement of Inorganics in precipitation at Treungen
DOI: 10.48597/ydh2-525q
title: Measurement of Inorganics in precipitation at Treungen

description: Measurement of Inorganics in precipitation at Treungen
DOI: 10.3535/gvt-5b5-rsy
title: Praetaxila segecia (Hewitson, 1861)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j97-jzr-cj8
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48597/e7y4-p3uk
title: Measurement of Inorganics in precipitation at Treungen

description: Measurement of Inorganics in precipitation at Treungen
DOI: 10.17026/dans-xkt-53w4
title: PAN-00087907 - tobacco pipe

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00087907&lt;/p&gt;
description: Modified: 2021-04-12T12:35:00+02:00
DOI: 10.3535/2je-2jm-760
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48597/mvfw-j96g
title: Measurement of Inorganics in precipitation at Treungen

description: Measurement of Inorganics in precipitation at Treungen
DOI: 10.3535/g0z-lwy-6xh
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xdz-635-jl7
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48597/nc8j-pfnv
title: Measurement of Inorganics in precipitation at Treungen

description: Measurement of Inorganics in precipitation at Treungen
DOI: 10.3535/51d-nfv-p2h
title: Bibasis oedipodea (Swainson, 1820)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c27-l9q-zc3
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48597/q7mj-gc2r
title: Measurement of Inorganics in precipitation at Treungen

description: Measurement of Inorganics in precipitation at Treungen
DOI: 10.48597/r9hz-bkka
title: Measurement of Inorganics in precipitation at Treungen

description: Measurement of Inorganics in precipitation at Treungen
DOI: 10.3535/pd3-mlv-7dc
title: Notocrypta curvifascia chimaera (Plötz, 1882)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yj2-efs-sy9
title: Sphingidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xkt-5fgy
title: PAN-00034157 - strap end group 10.2

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00034157&lt;/p&gt;
description: Modified: 2020-07-03T10:11:01+02:00
DOI: 10.3535/ee8-acx-cgw
title: Uraniidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eec-phb-7ww
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xd8-7zj-zhb
title: Danaus (Anosia) chrysippus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xkt-5fzf
title: Dordrecht Ondergronds 20. Gemeente Dordrecht, plangebied Spuiweg 17/19. Bureauonderzoek en Inventariserend veldonderzoek dmv boringen
title: Dordrecht - Spuiweg 17

description: &lt;p&gt;Het pand op de locatie is gesloopt en er zal een nieuw appartementencomplex worden gerealiseerd. Hierbij zal de bodem tot tenminste 1,7 m worden ontgraven. Voorafgaande is een bureauonderzoek uitgevoerd en zal nu een inventariserend booronderzoek worden uitgevoerd. Verwachting± een mogelijke middeleeuwse waterweg, waarin de stadsgrachten gespuid werden.&lt;/p&gt;
description: &lt;p&gt;Dordrecht - Spuiweg 17&lt;/p&gt;
description: Date: 2011-06-14 (veldwerk)
DOI: 10.3535/40c-kqn-4tw
title: Tagiades japetus titus Plötz, 1884

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e85-24z-8sw
title: Tagiades gana (Moore, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a15-f60-850
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nxl-b0z-bf2
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xkt-8bxt
title: PAN-00106527 - wardrobe

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00106527&lt;/p&gt;
description: Modified: 2023-03-08T16:37:43+01:00
DOI: 10.3535/l5z-ntt-drx
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6y2-mm8-4vx
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rgn-4s6-1dz
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xkt-8pbs
title: PAN-00116751 - small terra sigillata bowl with footring and curved wall

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00116751&lt;/p&gt;
description: Modified: 2022-12-11T17:50:28+01:00
DOI: 10.3535/gcs-hza-v4s
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tvq-l9e-9p9
title: Nymphalidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2n2-qr7-7x3
title: Cyrestis achates Butler, 1865

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2zn-542-48c
title: Tagiades japetus (Stoll, 1781)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ngx-03b-j8k
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r2k-494-pga
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xkt-8v7u
title: Wijster, Zuideres (Dr.)
title: STEEK 2006.02.06

description: &lt;p&gt;onderzoeksrapport&lt;/p&gt;
description: Date: 07-02-2006 (aanvang onderzoek)
DOI: 10.3535/jne-2rl-gvc
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kj8-asp-9kf
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xkt-9gvd
title: PAN-00020420 - open arm ring with undifferentiated terminals

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00020420&lt;/p&gt;
description: Modified: 2021-10-27T10:41:14+02:00
DOI: 10.3535/dd0-n8m-gpr
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hhn-x5l-x6j
title: Vanessa virginiensis (Drury, 1773)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l1p-f9w-fbk
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xkt-a7k8
title: PAN-00032446 - military button, Dutch 19th-20th century

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00032446&lt;/p&gt;
description: Modified: 2020-03-31T10:29:06+02:00
DOI: 10.3535/j10-ssw-sgl
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tfy-vxy-kly
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/60h-hk1-t1y
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/erm-3q2-jx3
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dca-cs4-el8
title: Graphium antiphates (Cramer, [1775] )

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r5n-drq-ylj
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5tr-tqh-7q3
title: Nymphalidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/653-8br-4sh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3xm-qr4-dd7
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h6q-rb5-daj
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xkt-bjwf
title: PAN-00029635 - high-arched wire brooch variant B1

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00029635&lt;/p&gt;
description: Modified: 2019-10-04T10:13:44+02:00
DOI: 10.3535/d4m-e6b-yn1
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sn1-6q1-stc
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15778301
title: Deep learning four decades of human migration: datasets

description: This Zenodo repository contains all migration flow estimates associated with the paper "Deep learning four decades of human migration." Evaluation code, training data, trained neural networks, and smaller flow datasets are available in the main GitHub repository, which also provides detailed instructions on data sourcing. Due to file size limits, the larger datasets are archived here.

Data is available in both NetCDF (.nc) and CSV (.csv) formats. The NetCDF format is more compact and pre-indexed, making it suitable for large files. In Python, datasets can be opened as xarray.Dataset objects, enabling coordinate-based data selection.

Each dataset uses the following coordinate conventions:



Year: 1990–2023

Birth ISO: Country of birth (UN ISO3)

Origin ISO: Country of origin (UN ISO3)

Destination ISO: Destination country (UN ISO3)

Country ISO: Used for net migration data (UN ISO3)


The following data files are provided:



T.nc: Full table of flows disaggregated by country of birth. Dimensions: Year, Birth ISO, Origin ISO, Destination ISO

flows.nc: Total origin-destination flows (equivalent to T summed over Birth ISO). Dimensions: Year, Origin ISO, Destination ISO

net_migration.nc: Net migration data by country. Dimensions: Year, Country ISO

stocks.nc: Stock estimates for each country pair. Dimensions: Year, Origin ISO (corresponding to Birth ISO), Destination ISO

test_flows.nc: Flow estimates on a randomly selected set of test edges, used for model validation


Additionally, two CSV files are provided for convenience:



mig_unilateral.csv: Unilateral migration estimates per country, comprising:



imm: Total immigration flows

emi: Total emigration flows

net: Net migration

imm_pop: Total immigrant population (non-native-born)

emi_pop: Total emigrant population (living abroad)



mig_bilateral.csv: Bilateral flow data, comprising:



mig_prev: Total origin-destination flows

mig_brth: Total birth-destination flows, where Origin ISO reflects place of birth




Each dataset includes a mean variable (mean estimate) and a std variable (standard deviation of the estimate).

An ISO3 conversion table is also provided.
DOI: 10.3535/eds-ljf-dg3
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xkt-bs45
title: PAN-00030325 - brooch Almgren 16 variant B

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00030325&lt;/p&gt;
description: Modified: 2019-10-04T10:17:07+02:00
DOI: 10.3535/6a0-2jc-3vs
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9ba-kae-wmp
title: Doleschallia Felder, C. & Felder, R., 1860

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29468483
title: SI4_PC_image_files_Herskindetal2025

description: This folder contains the image files used for the analysis ('SI4_PC_image_files_Herskindetal2025')
DOI: 10.6084/m9.figshare.29468483.v1
title: SI4_PC_image_files_Herskindetal2025

description: This folder contains the image files used for the analysis ('SI4_PC_image_files_Herskindetal2025')
DOI: 10.3535/75y-a7h-ggd
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/njn-fwt-4fp
title: Tellervo Kirby, 1894

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xkt-c6ph
title: PAN-00140255 - jewellery element modern period (jewellery unspecified)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00140255&lt;/p&gt;
description: Modified: 2023-11-01T15:26:58+01:00
DOI: 10.3535/99r-fws-747
title: Suastus minuta aditia Evans, 1949

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5r1-2bw-3d1
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vb9-s67-1vh
title: Tagiades japetus atticus (Fabricius, 1793)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25549/independent-c69-23197
title: Reviews / summaries of officers involved in civil litigation cases, binder 1, 1991 June 4-20

description: LAPD Records - Reviews / summaries of officers involved in civil litigation cases, binder 1, 1991 June 4-20. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.15468/dl.qawpuz
title: Occurrence Download

description: A dataset containing 21973 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "Geometry POLYGON((35.683593 60.370429,35.683593 55.478853,50.537109 55.478853,50.537109 60.370429,35.683593 60.370429))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 21973 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000548-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b23fuw
title: Occurrence Download

description: A dataset containing 1565594 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((0 55,5 55,5 60,0 60,0 55))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1565594 records from 297 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016833-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-23139
title: Reviews / summaries of officers involved in civil litigation cases, binder 1, 1991 June 4-20

description: LAPD Records - Reviews / summaries of officers involved in civil litigation cases, binder 1, 1991 June 4-20. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.15468/dl.dm8nfg
title: Occurrence Download

description: A dataset containing 497 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sagittaria rigida Pursh"
 ]
}

 The dataset includes 497 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000548-150512124619364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgeuzx
title: Occurrence Download

description: A dataset containing 516 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Buddleja alternifolia Maxim."
 ]
}

 The dataset includes 516 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191178-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.