cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9rnqqv
title: Occurrence Download

description: A dataset containing 6453 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Iriartea deltoidea Ruiz & Pav."
 ]
}

 The dataset includes 6453 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275925-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6x4gs9
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macrosiphoniella yomogicola (Matsumura, 1917)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208824-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbtjst
title: Occurrence Download

description: A dataset containing 32018 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arthropoda, Nematoda, Tardigrada, Rotifera, Annelida, Mollusca, Platyhelminthes)",
 "Geometry POLYGON ((-96.732082 39.239331, -96.740726 38.969206, -96.394753 38.961991, -96.384789 39.232046, -96.732082 39.239331))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 {
 "not" : {
 "CoordinateUncertaintyInMeters" : [
 "is one of (301, 3036, 999, 9999)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 32018 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0235517-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8g4u9g
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tropidocephala brunnipennis Signoret, 1860",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208828-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86kqcb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Uenobrium takeshitai (Niisato & Ohmoto, 1994)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208835-220831081235567/datasets/export for details.
DOI: 10.15468/dl.ska6za
title: Occurrence Download

description: A dataset containing 281 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyalochlamys globifera A.Gray"
 ]
}

 The dataset includes 281 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249366-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q8kja7
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyalosperma stoveae (D.A.Cooke) Paul G.Wilson"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249387-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y964rr
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gorpis Stål, 1859",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 72 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208830-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvw4qg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pulvinaria aonoae Tanaka & Amano, 2004",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222867-220831081235567/datasets/export for details.
DOI: 10.15468/dl.7ujkfa
title: Occurrence Download

description: A dataset containing 10459 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Parabuteo unicinctus (Temminck, 1824)"
 ]
}

 The dataset includes 10459 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004489-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.utw4uy
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Toddalia asiatica (L.) Lam.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 40 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0201768-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uws6b2
title: Occurrence Download

description: A dataset containing 10832583 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Apus apus (Linnaeus, 1758), Dryocopus pileatus (Linnaeus, 1758), Aulacorhynchus derbianus Gould, 1835, Himantopus mexicanus (P.L.S.Müller, 1776), Vanellus tricolor (Vieillot, 1818), Pelecanus erythrorhynchos Gmelin, 1789, Milvus migrans (Boddaert, 1783), Circus approximans Peale, 1848, Circus assimilis Jardine & Selby, 1828, Eudocimus albus (Linnaeus, 1758))",
 "BasisOfRecord is one of (Human Observation, Literature Occurrence, Living Specimen, Observation, Specimen, Occurrence evidence)",
 "Year is greater than or equal to 1901",
 "Year is less than or equal to 2021",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 10832583 records from 3251 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275913-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15151/esrf-es-2019965775
title: Structure of metalloproteins, membrane proteins, filamentous sarcomer proteins, and virus particles

description: Our work focusses on biological nitrogen fixation by Nitrogenase, on metalloenzymes and integral membrane proteins of bacterial and archaeal respiratory systems (Andrade/Einsle/Wohlwend), the working mechanism and regulation of medically relevant membrane proteins and complexes and their defects leading to pathologies (Hunte/Wirth), bacterial antibiotic resistance factors and viral and bacterial proteins bound to their targets or inhibitors, and their interactions with glycans (Stehle/Zocher), human S100 proteins involved in nutritional immunity, USP18 enforcing the endogenous antiviral interferon response, and the respiratory complex NQR of V. cholerae (Fritz), DNA Polymerases with artificial substrates (Betz), and on multi-domain components of the sarcomeric filamentous protein titin and their binding to the E3 ubiquitin ligase MuRF1 and the central myosin rod-domain (Mayans).
DOI: 10.15151/esrf-es-2037820738
title: Molecular machines in energy transduction, cellular signaling and defense processes

description: This BAG is composed of 6 working groups from 3 locations (universities of Cologne, Bochum, Duesseldorf),working with both MX and SAXS, the projectsfor this proposal are rather heterogeneous.
Nonetheless, our research focuses on six primary themes: proteins involved in transport processes, immune system function, disease association, industrial enzyme applications, light harvesting, and signaling or fixation processes.
Our research spans a wide range of biological processes, from membrane transport and pathogen defense to enzyme optimization for industrial and environmental applications. By obtaining high-resolution structures of these proteins, we aim to advance our understanding of their functions, paving the way for new therapeutic strategies, biotechnological innovations, and solutions to pressing environmental challenges.
DOI: 10.15151/esrf-es-2036337884
title: Impact of Hydrocarbon Chain Ligands on the Stability of Dispersed Small Nanoparticles

description: An ongoing challenge in the field of semiconductor nanoparticles (NPs) is to increase their solubility, particularly in apolar solvents, where the colloidal stability of NPs is 
typically limited, and relevant theoretical treatment is lacking. One common strategy to increase this stability involves modifying the NP-grafted ligands. Contrary to common wisdom, our experiments indicated that the dependence on chain length can be nonmonotonic: short and long chains destabilized CdSe NPs but intermediate-sized ones were stabilizing. In this proposal, we aim to determine the interactions acting between NPs in solution, and to resolve how these vary with ligand type. We propose to use exacting SAXS measurements to extract the second virial coefficient, which combined with all-atom Molecular Dynamics simulations will allow to evaluate the interaction potential between the NPs. Our work should shed light on the unique properties of hydrocarbon ligands and their role in stabilizing NPs.
DOI: 10.15151/esrf-es-2036342289
title: Novel robust bottlebrush hydrogels with hidden chain length reservoirs

description: In the present proposal, we will implement a facile one-pot synthesis of single-stranded bottlebrush networks with a relatively hydrophobic poly(2-hydroxyethylmethacrylate) (PHEMA) backbone and hydrophilic poly(2-methyl-2-oxazoline) (PMOx) side chains to prepare hydrogels with a modulus below &lt;1 kPa and swelling ratios up to 125 that can withstand up to 10-fold extension. We are going to explore with X-ray scattering the structural features of these systems at different conditions of swelling where interplay between the hydrophilicity of PMOx and the hydrophobicity of HEMA provides highly swollen hydrogels with the unique ability to sustain larger deformations due to the hidden length stored in aggregated hydrophobic HEMA backbones.
DOI: 10.15468/dl.gtwjtq
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster hjelmqvistii",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 169 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014697-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6aksqu
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster hjelmqvistii",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 268 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014698-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qh8d3b
title: Occurrence Download

description: A dataset containing 1 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 (CAST(occurrence.taxonkey AS INTEGER) = 2323561 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 2323561 OR CAST(occurrence.kingdomkey AS INTEGER) = 2323561 OR CAST(occurrence.phylumkey AS INTEGER) = 2323561 OR CAST(occurrence.classkey AS INTEGER) = 2323561 OR CAST(occurrence.orderkey AS INTEGER) = 2323561 OR CAST(occurrence.familykey AS INTEGER) = 2323561 OR CAST(occurrence.genuskey AS INTEGER) = 2323561 OR CAST(occurrence.specieskey AS INTEGER) = 2323561)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014668-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vtabqt
title: Occurrence Download

description: A dataset containing 69986 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Sorghum bicolor)"
 ]
}

 The dataset includes 69986 records from 506 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014681-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17043218
title: Thiol-Mediated Uptake of Phosphorothioate Liposomes, Visualized with Fluorescent Flippers: Original Data

description: Original data (procedures, spectroscopic data, and microscopy data) underlying the publication
DOI: 10.5281/zenodo.17043219
title: Thiol-Mediated Uptake of Phosphorothioate Liposomes, Visualized with Fluorescent Flippers: Original Data

description: Original data (procedures, spectroscopic data, and microscopy data) underlying the publication
DOI: 10.15468/dl.u6cyfu
title: Occurrence Download

description: A dataset containing 67721 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dendrocopos leucotos)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 67721 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014666-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17197711
title: Studying Ice Phenology Changes in Rapidly Changing Glacial Lakes of Nepalese Himalayas using an Adaptive Threshold-Based Approach – Supporting Dataset

description: This repository hosts all research materials underlying our study on Himalayan glacial-lake ice phenology (LIP). It includes (1) Google Earth Engine scripts for training a random forest modle for delineating lake-boundary, and quantify ice fraction, and derive respective datasets (.js); (2) python scripts for model-optimization and phenology extraction (.ipynb); (2) processed high quality ice-fraction time-series (.csv) for five lakes; (3) cleaned daily time series of lake reflectance from 2000 to 2024 using MODIS data (.csv) (3) detailed phenological dates of all 4 LIP events from 2000 to 2024 and trend analysis (.xlsx) (4) detailed model outputs of the top 20 models fitting daily modis reflectance to high quality ice fraction data (.csv). Files are openly licensed (CC-BY 4.0). Users can reproduce analyses or adapt the code to new lakes by following the step-by-step notebook or take examples from associated data. Concerns can be emailed to jeevan.katel3@gmail.com.
DOI: 10.5281/zenodo.17197712
title: Studying Ice Phenology Changes in Rapidly Changing Glacial Lakes of Nepalese Himalayas using an Adaptive Threshold-Based Approach – Supporting Dataset

description: This repository hosts all research materials underlying our study on Himalayan glacial-lake ice phenology (LIP). It includes (1) Google Earth Engine scripts for training a random forest modle for delineating lake-boundary, and quantify ice fraction, and derive respective datasets (.js); (2) python scripts for model-optimization and phenology extraction (.ipynb); (2) processed high quality ice-fraction time-series (.csv) for five lakes; (3) cleaned daily time series of lake reflectance from 2000 to 2024 using MODIS data (.csv) (3) detailed phenological dates of all 4 LIP events from 2000 to 2024 and trend analysis (.xlsx) (4) detailed model outputs of the top 20 models fitting daily modis reflectance to high quality ice fraction data (.csv). Files are openly licensed (CC-BY 4.0). Users can reproduce analyses or adapt the code to new lakes by following the step-by-step notebook or take examples from associated data. Concerns can be emailed to jeevan.katel3@gmail.com.
DOI: 10.15468/dl.etswj2
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster hylmoei",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014700-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e8da5x
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster hylmoei",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014701-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65pqjf
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster integrifolius",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014705-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3twysa
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster integrifolius",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014707-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9wvy2
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster integrifolius",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 34 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014706-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7807/microm:hstruktur:v1
title: Sozioökonomische Daten auf Rasterebene (Welle 1). Haushaltsstruktur
title: Socio-Economic Data on grid level (Wave 1). Houshold structure

description: Die Variablengruppe "Haushaltsstruktur" ist in drei Variablen untergliedert und
 unterscheidet die Lebensformen "Single", "Paare" und "Familie". Für die Haushalts- bzw.
 Familienstruktur ist die Haushaltsgröße und die Anzahl der Kinder ein entscheidendes
 Kriterium (microm 2014, S.32). Grundlage dieses Datums sind vor allem Informationen über
 die Haushaltsgröße und die Anzahl Kinder. Zusätzlich fließen die Angaben der
 Fernsprechteilnehmer sowie die Angaben aus der Datei der Privatkonsumenten des Verbandes
 der Vereine Creditreform mit ein.
description: RWI-GEO-GRID
description: RWI-GEO-GRID
description: Die Bezugsgröße der microm Informationen ist, wenn nicht anders ausgewiesen,
 die Anzahl an Haushalten in der geographischen Einheit. Die Sachdaten werden jedoch
 nicht für die einzelnen Haushalte, sondern zunächst für die rund 19,7 Millionen Häuser
 in Deutschland berechnet (microm 2014, Seite 1). Da als Bezugsgröße definiert, dient
 dann die Anzahl an Haushalten in der Einheit als Gewichtungsfaktor.
 Aus datenschutzrechtlichen Gründen werden Häuser, die zu einem Wohnumfeld gehören, zu
 einem „virtuellen“ mikrogeografischen Segment (sog. Mikrozelle) gebündelt, das
 durchschnittlich acht, mindestens aber fünf Haushalte umfasst. Die berechneten
 Sachinformationen werden von der Hausebene auf die Ebene der Mikrozelle aggregiert und
 von dort auf die Hausebene zurückgeschrieben, sodass alle Häuser in einer Mikrozelle
 den gleichen Datenwert haben. Je nach Sachdatum wird die sozialräumliche Struktur
 der Merkmalsverteilung aus, für die BRD repräsentativen, externen Basisdaten
 modelliert und auf die microm Hausdatenbank angewandt. Wann immer amtliche
 Referenzdaten auf Aggregatebene zur Verfügung stehen, werden die berechneten Daten mit
 diesen abgeglichen (microm 2014, S. 2).
 Über eine von der microm erstellte Georeferenz  werden die Sachdaten von der
 Hausebene in jede gewünschte geographische Ebene, hier das 1km Raster, hinein
 aggregiert. (microm/RWI)