cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15473211
title: Tree Species Identification Based on Phenological Trajectory Divergence in Time Series

description: We present a tree species identification method based on phenological trajectory divergence in time series (PTDTS), utilizing exclusively open-access datasets (Sentinel-1/2 and NASADEM). The data were clipped and processed according to the vector boundaries of our study area. Due to the confidentiality constraints associated with mining regions (our study area), the specific boundary data cannot be disclosed. Therefore, this study primarily emphasizes the replicability of the methodology.

Tree species identification based on PTDTS primarily incorporates four analytical dimensions: time-domain features, spatial features, dynamic features, and frequency-domain features. We processed Sentinel-2 data to compute Normalized Difference Vegetation Index (NDVI) time series and performed noise reduction using Harmonic Analysis of Time Series (HANTS). The complete processing code has been uploaded as file and requires only the study area's vector boundary as input. Finally, based on the denoised time-series data, we computed four spatiotemporal feature datasets through PTDTS analysis. These feature matrices serve as discriminative inputs for the tree species classification model.
DOI: 10.5281/zenodo.15475406
title: Tree Species Identification Based on Phenological Trajectory Divergence in Time Series

description: We present a tree species identification method based on phenological trajectory divergence in time series (PTDTS), utilizing exclusively open-access datasets (Sentinel-1/2 and NASADEM). The data were clipped and processed according to the vector boundaries of our study area. Due to the confidentiality constraints associated with mining regions (our study area), the specific boundary data cannot be disclosed. Therefore, this study primarily emphasizes the replicability of the methodology.

Tree species identification based on PTDTS primarily incorporates four analytical dimensions: time-domain features, spatial features, dynamic features, and frequency-domain features. We processed Sentinel-2 data to compute Normalized Difference Vegetation Index (NDVI) time series and performed noise reduction using Harmonic Analysis of Time Series (HANTS). The complete processing code has been uploaded as file and requires only the study area's vector boundary as input. Finally, based on the denoised time-series data, we computed four spatiotemporal feature datasets through PTDTS analysis. These feature matrices serve as discriminative inputs for the tree species classification model.
DOI: 10.15468/dl.ywzjmp
title: Occurrence Download

description: A dataset containing 27731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Chara vulgaris"
 ]
}

 The dataset includes 27731 records from 450 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081925-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25673/120048
title: MLUH-E-394_2, Milvus migrans (Boddaert, 1783), eggshell

description: Inventory No.: MLUH-E-394_2, Object: eggshell, Species: Milvus migrans (Boddaert, 1783), Preservation: complete preservation, Locality_loc.: Panam S. Tibet, Locality today: Bainang County, Country: China
DOI: 10.15468/dl.qsj6yk
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Botaurus poiciloptilus)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081931-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25673/119562
title: MLUH-E-92_6, Falco tinnunculus Linnaeus, 1758, eggshell

description: Inventory No.: MLUH-E-92_6, Object: eggshell, Species: Falco tinnunculus Linnaeus, 1758, Preservation: complete preservation, Locality_loc.: Halberstadt, Locality today: Halberstadt, Country: Germany
DOI: 10.25673/119913
title: MLUH-E-300_2, Hieraaetus pennatus (Gmelin, JF, 1788), eggshell

description: Inventory No.: MLUH-E-300_2, Object: eggshell, Species: Hieraaetus pennatus (Gmelin, JF, 1788), Preservation: slight damage, Locality_loc.: Dobrudscha, Locality today: Bulgaria/Romania, Country: Bulgaria/Romania
DOI: 10.25673/119861
title: MLUH-E-265_2, Buteo buteo vulpinus (Gloger, 1833), eggshell

description: Inventory No.: MLUH-E-265_2, Object: eggshell, Species: Buteo buteo vulpinus (Gloger, 1833), Preservation: complete preservation, Locality_loc.: Astrachan, Locality today: Astrakhan, Country: Russia
DOI: 10.25673/120083
title: MLUH-E-417_2, Pernis apivorus (Linnaeus, 1758), eggshell

description: Inventory No.: MLUH-E-417_2, Object: eggshell, Species: Pernis apivorus (Linnaeus, 1758), Preservation: slight damage, Locality_loc.: Braunschweig, Locality today: Brunswick, Country: Germany
DOI: 10.25673/119951
title: MLUH-E-32_3, Falco subbuteo Linnaeus, 1758, eggshell

description: Inventory No.: MLUH-E-32_3, Object: eggshell, Species: Falco subbuteo Linnaeus, 1758, Preservation: complete preservation, Locality_loc.: Harburg, Locality today: Harburg, Country: Germany
DOI: 10.25673/119781
title: MLUH-E-21_2, Falco peregrinus pelegrinoides Temminck, 1829, eggshell

description: Inventory No.: MLUH-E-21_2, Object: eggshell, Species: Falco peregrinus pelegrinoides Temminck, 1829, Preservation: good preservation, Locality_loc.: Morocco, Locality today: Morocco, Country: Morocco
DOI: 10.25673/119875
title: MLUH-E-276_1, Aquila rapax vindhiana Franklin, 1831, eggshell

description: Inventory No.: MLUH-E-276_1, Object: eggshell, Species: Aquila rapax vindhiana Franklin, 1831, Preservation: good preservation, Locality_loc.: Jodhpur Rajputana, Locality today: Rajasthan, Country: India
DOI: 10.25673/119937
title: MLUH-E-318_2, Aquila nipalensis orientalis Cabanis, 1854, eggshell

description: Inventory No.: MLUH-E-318_2, Object: eggshell, Species: Aquila nipalensis orientalis Cabanis, 1854, Preservation: complete preservation, Locality_loc.: Südrussland, Locality today: Southern Federal District, Country: Russia
DOI: 10.25673/120091
title: MLUH-E-44_1, Falco eleonorae Géné, 1839, eggshell

description: Inventory No.: MLUH-E-44_1, Object: eggshell, Species: Falco eleonorae Géné, 1839, Preservation: good preservation, Locality_loc.: Cykladen, Locality today: Cyclades, Country: Greece
DOI: 10.25673/119790
title: MLUH-E-220_2, Buteo buteo (Linnaeus, 1758), eggshell

description: Inventory No.: MLUH-E-220_2, Object: eggshell, Species: Buteo buteo (Linnaeus, 1758), Preservation: heavy damage, Locality_loc.: Harburg Rosengarten, Locality today: Harburg, Country: Germany
DOI: 10.25673/119534
title: MLUH-E-84_1, Falco jugger Gray, JE, 1884, eggshell

description: Inventory No.: MLUH-E-84_1, Object: eggshell, Species: Falco jugger Gray, JE, 1884, Preservation: complete preservation, Locality_loc.: Altyn- Tagh; Ost Turkestan, Locality today: Altyn-Tagh, Country: China
DOI: 10.25673/119966
title: MLUH-E-340_1, Clanga clanga (Pallas, 1811), eggshell

description: Inventory No.: MLUH-E-340_1, Object: eggshell, Species: Clanga clanga (Pallas, 1811), Preservation: complete preservation, Locality_loc.: Aschabad Transkaspien, Locality today: [Ashgabat] Turmenistan, Country: Turkmenistan
DOI: 10.25673/119847
title: MLUH-E-257_1, Buteo rufinus rufinus (Cretzschmar, 1829), eggshell

description: Inventory No.: MLUH-E-257_1, Object: eggshell, Species: Buteo rufinus rufinus (Cretzschmar, 1829), Preservation: complete preservation, Locality_loc.: Smyrna, Locality today: Izmir, Country: Turkey
DOI: 10.25673/119800
title: MLUH-E-225_1, Parabuteo unicinctus harrisi (Audubon, 1837), eggshell

description: Inventory No.: MLUH-E-225_1, Object: eggshell, Species: Parabuteo unicinctus harrisi (Audubon, 1837), Preservation: good preservation, Locality_loc.: Popalota Lee Co. Tex., Locality today: [Texas], Country: USA
DOI: 10.25673/119832
title: MLUH-E-246_1, Buteo hemilasius Temminck and Schlegel, 1845, eggshell

description: Inventory No.: MLUH-E-246_1, Object: eggshell, Species: Buteo hemilasius Temminck and Schlegel, 1845, Preservation: complete preservation, Locality_loc.: Raddefka Amur, Locality today: Russia/China, Country: Russia/China
DOI: 10.25673/119817
title: MLUH-E-23_1, Falco peregrinus calidus Latham 1790, eggshell

description: Inventory No.: MLUH-E-23_1, Object: eggshell, Species: Falco peregrinus calidus Latham 1790, Preservation: complete preservation, Locality_loc.: Raddefka/Amur, Locality today: Russia/China, Country: Russia/China
DOI: 10.25673/119928
title: MLUH-E-310_1, Circaetus gallicus gallicus (Gmelin, JF, 1788), eggshell

description: Inventory No.: MLUH-E-310_1, Object: eggshell, Species: Circaetus gallicus gallicus (Gmelin, JF, 1788), Preservation: complete preservation, Locality_loc.: Parnass, Locality today: Parnassus, Country: Greece
DOI: 10.25673/119854
title: MLUH-E-261_1, Buteo rufinus rufinus (Cretzschmar, 1829), eggshell

description: Inventory No.: MLUH-E-261_1, Object: eggshell, Species: Buteo rufinus rufinus (Cretzschmar, 1829), Preservation: complete preservation, Locality_loc.: Beoetia; Griechenland, Locality today: Boeotia, Country: Greece
DOI: 10.25673/119968
title: MLUH-E-340_3, Clanga clanga (Pallas, 1811), eggshell

description: Inventory No.: MLUH-E-340_3, Object: eggshell, Species: Clanga clanga (Pallas, 1811), Preservation: complete preservation, Locality_loc.: Aschabad Transkaspien, Locality today: [Ashgabat] Turmenistan, Country: Turkmenistan
DOI: 10.25673/119844
title: MLUH-E-254_1, Buteo rufinus rufinus (Cretzschmar, 1829), eggshell

description: Inventory No.: MLUH-E-254_1, Object: eggshell, Species: Buteo rufinus rufinus (Cretzschmar, 1829), Preservation: complete preservation, Locality_loc.: Smyrna, Locality today: Izmir, Country: Turkey
DOI: 10.25673/119956
title: MLUH-E-332_1, Aquila nipalensis Hodgson, 1833, eggshell

description: Inventory No.: MLUH-E-332_1, Object: eggshell, Species: Aquila nipalensis Hodgson, 1833, Preservation: complete preservation, Locality_loc.: Altyn-Tagh, Locality today: Altyn-Tagh, Country: China
DOI: 10.25673/119901
title: MLUH-E-293_2, Aquila fasciata Vieillot, 1822, eggshell

description: Inventory No.: MLUH-E-293_2, Object: eggshell, Species: Aquila fasciata Vieillot, 1822, Preservation: good preservation, Locality_loc.: Aciscar crag. Tapalianilla La Janda Andalusia, Locality today: La Janda, Country: Spain
DOI: 10.15468/dl.gcnn2s
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Channa striata",
 "Country is Philippines",
 "HasCoordinate is true"
 ]
}

 The dataset includes 106 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081932-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32vb2c
title: Occurrence Download

description: A dataset containing 73137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen)",
 "Continent is one of (Asia, Oceania, South America, Africa)",
 "OccurrenceStatus is Present",
 "TaxonKey is Primates"
 ]
}

 The dataset includes 73137 records from 192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081901-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ckkcf
title: Occurrence Download

description: A dataset containing 515 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Ambavia Le Thomas"
 ]
}

 The dataset includes 515 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011229-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rs8gyj
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080835-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34808/xnhc-hj92
title: Short-term measurement of physiological parameters - teenager (30 min)

description: The data set was obtained during the project focus on the determination of changes in physiological parameters due to a stressful situation.The measurements were conducted with the system which consists e.g. sensors of temperature, skin resistance, and pulse.Short-term (25 minutes) measurements of physiological parameters were performed on the healthy volunteer (girl, age 16) during school lessons.Acronyms used into a dataset:t- time (counted every 5 seconds);R – skin resistance (HI – too high value to be measured);X – detection of stress (can be 0 or 1)H – pulseB- the value of the battery chargeT – skin temperature.
DOI: 10.34808/czw6-5z64
title: Short-term measurement of physiological parameters - teenager (5 min)

description: The data set was obtained during the project focus on the determination of changes in physiological parameters due to a stressful situation.The measurements were conducted with the system which consists e.g. sensors of temperature, skin resistance, and pulse.Short-term (5 minutes) measurements of physiological parameters were performed on the healthy volunteer (girl, age 16) during school lessons.Acronyms used into a dataset:t- time (counted every 5 seconds);R – skin resistance (HI – too high value to be measured);X – detection of stress (can be 0 or 1)H – pulseB- the value of the battery chargeT – skin temperature.
DOI: 10.5281/zenodo.16642500
title: Mitigating Rogue AI Behavior: Techniques for Detection, Control, and Containment

description:  artificial intelligence (AI) systems grow more autonomous and embedded in critical decision-making, the potential for “rogue behavior”—defined as significant divergence from human-aligned goals—has become a central concern in AI safety. This paper surveys and integrates contemporary approaches to detecting, mitigating, and containing rogue AI. We introduce a unified taxonomy of techniques, including off-policy evaluation using trusted models, activation steering via trained neural probes, ensemble-based behavioral stabilization, and preemptive sandbagging to delay capability overreach. We also outline novel frameworks like SCAB (Synthetic Consciousness Assessment Battery) and AgenticOps that enable real-time governance and post-deployment observability. The paper provides practical and theoretical contributions to the operationalization of AI safety in high-stakes, real-world environments.
DOI: 10.5281/zenodo.16642501
title: Mitigating Rogue AI Behavior: Techniques for Detection, Control, and Containment

description:  artificial intelligence (AI) systems grow more autonomous and embedded in critical decision-making, the potential for “rogue behavior”—defined as significant divergence from human-aligned goals—has become a central concern in AI safety. This paper surveys and integrates contemporary approaches to detecting, mitigating, and containing rogue AI. We introduce a unified taxonomy of techniques, including off-policy evaluation using trusted models, activation steering via trained neural probes, ensemble-based behavioral stabilization, and preemptive sandbagging to delay capability overreach. We also outline novel frameworks like SCAB (Synthetic Consciousness Assessment Battery) and AgenticOps that enable real-time governance and post-deployment observability. The paper provides practical and theoretical contributions to the operationalization of AI safety in high-stakes, real-world environments.
DOI: 10.15468/dl.ek594f
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllanthus amarus",
 "Country is Papua New Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080837-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnyn96
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Andrena fulgida LaBerge, 1980"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008516-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/d9vr-pv47
title: Parkes observations for project P1356 semester 2025APRS_03

description: Magnetars are neutron stars with exceptionally high magnetic fields. From the 30 known magnetars, only six have had radio emission detected so far. The remaining 24 magnetars are generally only searched for radio emission after an X-ray outburst. This added a strong selection bias to whether magnetars are radio loud or not. From the known six radio loud magnetars, we know that the radio emission changes quickly with time and for the magnetar XTE J1810-197, it has been observed that the radio flux increases strongly without an enhancement in X-ray flux. Thus, it remains unclear whether the radio quiet magnetars are in fact radio quiet and the radio X-ray relation appears to be rather complex.
 In this proposal, we propose a regular monitoring campaign of 4 radio quiet magnetars with bi-weekly observations using the Parkes UWL receiver. For 3 of the sources, we will have accompanying X-ray observations and thus, this will give an unique data set to probe the relation between radio and X-ray independent outbursts. Any detection of radio emission, i.e. single pulses or folded profiles, would be a major discovery and help to constrain the emission mechanisms of magnetars. This will also help to improve the understanding of the emission mechanism of fast radio bursts. However, also a non-detection of radio emission will provide upper limits that serve as a baseline before any future outburst of the observed magnetars as well as allow to constrain the formation process of magnetars in contrast to pulsars.
DOI: 10.15468/dl.yg46rh
title: Occurrence Download

description: A dataset containing 125479 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 Accipiter gentilis (Linnaeus, 1758)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 125479 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012856-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fzbu4a
title: Occurrence Download

description: A dataset containing 3288 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus arenarius L."
 ]
}

 The dataset includes 3288 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012868-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k93dk9
title: Occurrence Download

description: A dataset containing 769 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Atuna Raf."
 ]
}

 The dataset includes 769 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012869-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zq8eq3
title: Occurrence Download

description: A dataset containing 5091 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Holcus mollis L.",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5091 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012870-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14214860
title: Deciphering genomic evolution of metastatic organotropism with 536 paired primary lung cancers and metastases

description: Scripts and processed data used in the analyses of the manuscript:

Deciphering genomic evolution of metastatic organotropism with 536 paired primary lung cancers and metastases.
DOI: 10.5281/zenodo.15332230
title: Deciphering genomic evolution of metastatic organotropism with 535 paired primary lung cancers and metastases

description: Scripts and processed data used in the analyses of the manuscript:

Deciphering genomic evolution of metastatic organotropism with 536 paired primary lung cancers and metastases.