cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16794260
title: Hybrid deep learning techniques integrated with machine learning for Foreign Exchange Rate Forecasting

description: The foreign exchange is a significant financial market that attracts investors and countries seeking profitable investments. Despite the numerous techniques available for exchange rate forecasting, trend analysis, and accurate prediction, there is still a need for an automated and intelligent model to understand patterns and predict future trends. This research presents a novel hybrid deep learning model that forecasts the following year’s official exchange rate (LCU per USD) for global currencies based on historical annual exchange rates. The model performs technical feature analysis and predicts the upcoming year’s exchange rate trend for the USD currency. The Bi-LSTM architecture captures temporal values and processes them with random forest regression.
DOI: 10.3535/4hs-2qx-sra
title: Hemicycla sarcostoma (P. B. Webb & S. Berthelot, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ncz-17l-0tk
title: Myurella suduirauti (Terryn & Conde, 2004)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6lk-akj-077
title: Profunditerebra hiscocki (Sprague, 2004)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7w1-5n5-pwh
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2ry-cp4-s0w
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4kf-vjx-2vk
title: Quantula striata (J. E. Gray, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vfb-9ld-568
title: Sepietta oweniana (A. d'Orbigny, 1841)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/22w-jj5-ecn
title: Scutalus Albers, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dv3-6tr-0bn
title: Drupella cornus (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ttv-a13-0ka
title: Conus mustelinus Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zkg-9cc-j25
title: Myurella dedonderi (Terryn, 2003)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5sw-v2p-ay1
title: Nucula semiornata A. d'Orbigny, 1842

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ney-nw7-2r1
title: Chiton marmoratus Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rx3-2jf-b7g
title: Vitrea subrimata (Reinhardt, 1871)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4tz-eag-5an
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jcg-tx4-xyj
title: Nerita albicilla Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2r8-6dw-18w
title: Xerotricha conspurcata (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f1a-xd6-xp5
title: Melarhaphe neritoides (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0s5-dys-pm7
title: Myurellopsis columellaris (Hinds, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/awa-qfg-xm5
title: Lambis crocata crocata (Link, 1807)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w0n-81g-sw6
title: Cochlodina kuesteri (Rossmässler, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zhj-x9j-pa3
title: Glycymeris queketti (G. B. Sowerby III, 1897)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6xn-kxf-6dj
title: Euprotomus bulla (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d0w-qw0-syz
title: Haliotis varia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sln-v34-jlm
title: Gulella bicolor (T. Hutton, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g2j-jmm-x27
title: Diplommatina adversa (H. Adams & A. Adams, 1851)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w2c-6pr-n18
title: Tonna pennata (Mörch, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/26k-f2x-30z
title: Xeromunda candiota (L. Pfeiffer, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ldw-1yn-b93
title: Limax cinereoniger Wolf, 1803

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s6q-bl3-88s
title: Allopeas gracile (T. Hutton, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tya-lwe-hqh
title: Atoxon hildebrandti Simroth, 1889

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rg7-5bg-q6s
title: Caecum atlantidis R. B. Watson, 1897

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/935-2ky-rdt
title: Arion ater rufus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lh2-f7b-0lw
title: Terebra corrugata Lamarck, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ljh-7tb-yty
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pxh-3wt-dg9
title: Plectostylus coquimbensis (Broderip, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/63e-3m1-nej
title: Asthenothaerus rushii (Pilsbry, 1897)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fxb-68r-hn1
title: Lyonsiella abyssicola (G. O. Sars, 1872)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z5b-48f-zlg
title: Chlamys islandica (O. F. Müller, 1776)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.5mmkf7
title: Occurrence Download

description: A dataset listing the 107 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((8.34532 48.62393,8.33862 48.62372,8.33197 48.62306,8.32546 48.62199,8.31914 48.62049,8.31307 48.61859,8.30731 48.61631,8.30192 48.61366,8.29695 48.61068,8.29244 48.60739,8.28845 48.60382,8.285 48.60001,8.28214 48.596,8.27988 48.59181,8.27826 48.58751,8.27728 48.58312,8.27696 48.57868,8.27729 48.57425,8.27828 48.56986,8.27992 48.56556,8.28218 48.56138,8.28505 48.55737,8.28851 48.55356,8.2925 48.55,8.29701 48.54671,8.30198 48.54373,8.30737 48.54109,8.31312 48.53881,8.31918 48.53691,8.32549 48.53542,8.332 48.53434,8.33863 48.53369,8.34532 48.53347,8.35202 48.53369,8.35865 48.53434,8.36515 48.53542,8.37146 48.53691,8.37752 48.53881,8.38328 48.54109,8.38866 48.54373,8.39363 48.54671,8.39814 48.55,8.40214 48.55356,8.40559 48.55737,8.40846 48.56138,8.41073 48.56556,8.41236 48.56986,8.41335 48.57425,8.41369 48.57868,8.41337 48.58312,8.41239 48.58751,8.41076 48.59181,8.40851 48.596,8.40564 48.60001,8.4022 48.60382,8.3982 48.60739,8.3937 48.61068,8.38872 48.61366,8.38333 48.61631,8.37758 48.61859,8.37151 48.62049,8.36519 48.62199,8.35867 48.62306,8.35203 48.62372,8.34532 48.62393))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset's 107 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000058-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/4j7-lb5-nfz
title: Epifungium nielsi Gittenberger & Gittenberger, 2005

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dal-enf-9gw
title: Weinkauffia Weinkauff, 1873

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/15a-fxf-ryf
title: Cerithiidae J. Fleming, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ry5-gqy-hbv
title: Chondrula microtragus (Rossmässler, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0mt-xq8-vph
title: Terebra cingulifera Lamarck, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qce-c8j-86q
title: Cernuella aginnica (Locard, 1882)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d7p-qca-e58
title: Sphyradium doliolum (Bruguière, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/klz-c2t-w14
title: Oxymeris crenulata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wse-14r-mad
title: Gibbula corallioides Locard, 1898

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g9k-15v-vhl
title: Arianta arbustorum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hr2-pqx-mf2
title: Chioneryx pygmaea (Lamarck, 1818)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kg8-w1l-lmh
title: Rumina decollata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lf6-zrg-dbv
title: Nucula semiornata A. d'Orbigny, 1842

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4de-kte-32a
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l12-28c-23n
title: Bostryx zilchi Weyrauch, 1958

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t4b-t87-226
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vz3-nyj-8lk
title: Conomurex luhuanus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x45-rxc-1qb
title: Crepidula onyx G. B. Sowerby I, 1824

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15532338
title: Annual above ground biomass maps in Peninsular Spain from ALS and Landsat data from 1985 to 2023 (part 3 of 3)

description: This data is associated to the article, " Long-term forest structure trends in the peninsular Spain from lidar-optical sensors".

 Authors: M. Tanase1, J.P. Martini2, P. Miranda2, D. Garcia2, V. Wilke2, S. Miguel2, C. Mihai2, J. Diez3, S. Natal3, D. San Martin3,  Paloma Ruiz-Benito4

 Affiliations

1Instituto de Ciencias Forestales ICIFOR (INIA-CSIC), Madrid, Spain.

2 Dpto. Geología, Geografía y Medio Ambiente, Dpto. Geología, Geografía y Medio Ambiente, Grupo de Investigación en Teledetección Ambiental, Universidad de Alcalá, Alcalá de Henares, Spain.

3 Predictia Inteligent Data Solutions S.L., Santander, Spain

4 Universidad de Alcalá, Departamento de Ciencias de la Vida, Grupo de Ecología y Restauración Forestal (FORECO), Avenida de Madrid, S-N, Alcalá de Henares, 28802, Madrid, Spain.

Corresponding Author

Mihai Tanase

mihai.tanase@inia.csic.es

Spanish National Research Council

To use the data, please cite this study. 

Please note that this product is not restricted to forested areas. Users aiming to conduct forest-specific analyses are encouraged to apply a forest mask appropriate to their study objectives. The maps of canopy height, canopy cover, and above ground biomass provided by this study can be found on Zenodo, detailed information about how to access those datasets can be found in the associated paper. A visualization app to preview and interactively analyze the maps can be found here: www.fodim.uah.es.

 Funding

This work was funded by the Spanish Ministry for Science and Innovation through the projects PID2020–114062RA-I00 and CNS2022-135251. JA was supported by the Basque Government's Postdoctoral Programme for the Improvement of Doctoral Research Staff (POS_2024_1_0026). PRB is supported through the Spanish Ministry for Science and Innovation (AEI, PID2021-123675OB-C41).
DOI: 10.5281/zenodo.15532339
title: Annual above ground biomass maps in Peninsular Spain from ALS and Landsat data from 1985 to 2023 (part 3 of 3)

description: This data is associated to the article, " Long-term forest structure trends in the peninsular Spain from lidar-optical sensors".

 Authors: M. Tanase1, J.P. Martini2, P. Miranda2, D. Garcia2, V. Wilke2, S. Miguel2, C. Mihai2, J. Diez3, S. Natal3, D. San Martin3,  Paloma Ruiz-Benito4

 Affiliations

1Instituto de Ciencias Forestales ICIFOR (INIA-CSIC), Madrid, Spain.

2 Dpto. Geología, Geografía y Medio Ambiente, Dpto. Geología, Geografía y Medio Ambiente, Grupo de Investigación en Teledetección Ambiental, Universidad de Alcalá, Alcalá de Henares, Spain.

3 Predictia Inteligent Data Solutions S.L., Santander, Spain

4 Universidad de Alcalá, Departamento de Ciencias de la Vida, Grupo de Ecología y Restauración Forestal (FORECO), Avenida de Madrid, S-N, Alcalá de Henares, 28802, Madrid, Spain.

Corresponding Author

Mihai Tanase

mihai.tanase@inia.csic.es

Spanish National Research Council

To use the data, please cite this study. 

Please note that this product is not restricted to forested areas. Users aiming to conduct forest-specific analyses are encouraged to apply a forest mask appropriate to their study objectives. The maps of canopy height, canopy cover, and above ground biomass provided by this study can be found on Zenodo, detailed information about how to access those datasets can be found in the associated paper. A visualization app to preview and interactively analyze the maps can be found here: www.fodim.uah.es.

 Funding

This work was funded by the Spanish Ministry for Science and Innovation through the projects PID2020–114062RA-I00 and CNS2022-135251. JA was supported by the Basque Government's Postdoctoral Programme for the Improvement of Doctoral Research Staff (POS_2024_1_0026). PRB is supported through the Spanish Ministry for Science and Innovation (AEI, PID2021-123675OB-C41).
DOI: 10.3535/d9y-8zx-ezm
title: Haliotis supertexta Lischke, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w6f-389-eqs
title: Sunetta menstrualis (Menke, 1843)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2kz-tq0-sv7
title: Orculella cretiminuta E. Gittenberger & Hausdorf, 2004

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3bk-ppr-rqw
title: Helicigona lapicida (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h92-g86-6wk
title: Ennucula dalmasi (Dautzenberg, 1900)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15531288
title: Annual biomass maps in Peninsular Spain from ALS and Landsat data from 1985 to 2023 (part 2 of 3)

description: This data is associated to the article, " Long-term forest structure trends in the peninsular Spain from lidar-optical sensors".

 Authors: M. Tanase1, J.P. Martini2, P. Miranda2, D. Garcia2, V. Wilke2, S. Miguel2, C. Mihai2, J. Diez3, S. Natal3, D. San Martin3,  Paloma Ruiz-Benito4

 Affiliations

1Instituto de Ciencias Forestales ICIFOR (INIA-CSIC), Madrid, Spain.

2 Dpto. Geología, Geografía y Medio Ambiente, Dpto. Geología, Geografía y Medio Ambiente, Grupo de Investigación en Teledetección Ambiental, Universidad de Alcalá, Alcalá de Henares, Spain.

3 Predictia Inteligent Data Solutions S.L., Santander, Spain

4 Universidad de Alcalá, Departamento de Ciencias de la Vida, Grupo de Ecología y Restauración Forestal (FORECO), Avenida de Madrid, S-N, Alcalá de Henares, 28802, Madrid, Spain.

Corresponding Author

Mihai Tanase

mihai.tanase@inia.csic.es

Spanish National Research Council

To use the data, please cite this study.

Please note that this product is not restricted to forested areas. Users aiming to conduct forest-specific analyses are encouraged to apply a forest mask appropriate to their study objectives. The maps of canopy height, canopy cover, and above ground biomass provided by this study can be found on Zenodo, detailed information about how to access those datasets can be found in the associated paper. A visualization app to preview and interactively analyze the maps can be found here: www.fodim.uah.es.

 Funding

This work was funded by the Spanish Ministry for Science and Innovation through the projects PID2020–114062RA-I00 and CNS2022-135251. JA was supported by the Basque Government's Postdoctoral Programme for the Improvement of Doctoral Research Staff (POS_2024_1_0026). PRB is supported through the Spanish Ministry for Science and Innovation (AEI, PID2021-123675OB-C41).
DOI: 10.5281/zenodo.15531289
title: Annual biomass maps in Peninsular Spain from ALS and Landsat data from 1985 to 2023 (part 2 of 3)

description: This data is associated to the article, " Long-term forest structure trends in the peninsular Spain from lidar-optical sensors".

 Authors: M. Tanase1, J.P. Martini2, P. Miranda2, D. Garcia2, V. Wilke2, S. Miguel2, C. Mihai2, J. Diez3, S. Natal3, D. San Martin3,  Paloma Ruiz-Benito4

 Affiliations

1Instituto de Ciencias Forestales ICIFOR (INIA-CSIC), Madrid, Spain.

2 Dpto. Geología, Geografía y Medio Ambiente, Dpto. Geología, Geografía y Medio Ambiente, Grupo de Investigación en Teledetección Ambiental, Universidad de Alcalá, Alcalá de Henares, Spain.

3 Predictia Inteligent Data Solutions S.L., Santander, Spain

4 Universidad de Alcalá, Departamento de Ciencias de la Vida, Grupo de Ecología y Restauración Forestal (FORECO), Avenida de Madrid, S-N, Alcalá de Henares, 28802, Madrid, Spain.

Corresponding Author

Mihai Tanase

mihai.tanase@inia.csic.es

Spanish National Research Council

To use the data, please cite this study.

Please note that this product is not restricted to forested areas. Users aiming to conduct forest-specific analyses are encouraged to apply a forest mask appropriate to their study objectives. The maps of canopy height, canopy cover, and above ground biomass provided by this study can be found on Zenodo, detailed information about how to access those datasets can be found in the associated paper. A visualization app to preview and interactively analyze the maps can be found here: www.fodim.uah.es.

 Funding

This work was funded by the Spanish Ministry for Science and Innovation through the projects PID2020–114062RA-I00 and CNS2022-135251. JA was supported by the Basque Government's Postdoctoral Programme for the Improvement of Doctoral Research Staff (POS_2024_1_0026). PRB is supported through the Spanish Ministry for Science and Innovation (AEI, PID2021-123675OB-C41).
DOI: 10.3535/vh0-nft-7be
title: Phrixgnathus poecilostictus (Reeve, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z6s-4pk-ffz
title: Epifungium adscabrum A. Gittenberger & E. Gittenberger, 2005

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bdy-85y-wmg
title: Duplicaria duplicata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y4c-2e9-qfd
title: Cymbium Röding, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15531224
title: Annual biomass maps in Peninsular Spain from ALS and Landsat data from 1985 to 2023 (part 1 of 3)

description: This data is associated to the article, " Long-term forest structure trends in the peninsular Spain from lidar-optical sensors".

 Authors: M. Tanase1, J.P. Martini2, P. Miranda2, D. Garcia2, V. Wilke2, S. Miguel2, C. Mihai2, J. Diez3, S. Natal3, D. San Martin3,  Paloma Ruiz-Benito4

 Affiliations

1Instituto de Ciencias Forestales ICIFOR (INIA-CSIC), Madrid, Spain.

2 Dpto. Geología, Geografía y Medio Ambiente, Dpto. Geología, Geografía y Medio Ambiente, Grupo de Investigación en Teledetección Ambiental, Universidad de Alcalá, Alcalá de Henares, Spain.

3 Predictia Inteligent Data Solutions S.L., Santander, Spain

4 Universidad de Alcalá, Departamento de Ciencias de la Vida, Grupo de Ecología y Restauración Forestal (FORECO), Avenida de Madrid, S-N, Alcalá de Henares, 28802, Madrid, Spain.

Corresponding Author

Mihai Tanase

mihai.tanase@inia.csic.es

Spanish National Research Council

To use the data, please cite this study.

Please note that this canopy height and biomass product is not restricted to forested areas. Users aiming to conduct forest-specific analyses are encouraged to apply a forest mask appropriate to their study objectives. The maps of canopy height, canopy cover, and above ground biomass provided by this study can be found on Zenodo, detailed information about how to access those datasets can be found in the associated paper. A visualization app to preview and interactively analyze the maps can be found here: www.fodim.uah.es.

 Funding

This work was funded by the Spanish Ministry for Science and Innovation through the projects PID2020–114062RA-I00 and CNS2022-135251. JA was supported by the Basque Government's Postdoctoral Programme for the Improvement of Doctoral Research Staff (POS_2024_1_0026). PRB is supported through the Spanish Ministry for Science and Innovation (AEI, PID2021-123675OB-C41).
DOI: 10.3535/cg4-6jx-vqp
title: Tonicella marmorea (O. Fabricius, 1780)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.