cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18330149
title: WTF Is Wrong With Us? 🤔 & How to fix us

description: Abstract

Humanity exhibits a peculiar pathology: it can accurately diagnose its own failures while remaining structurally incapable of correcting them. This document examines a species that understands climate collapse yet accelerates it, condemns cruelty yet automates it, and declares “never again” while scheduling sequels.

Through the lens of psychology, systems theory, and historical analysis, the study finds that human institutions do not malfunction by accident—they function exactly as designed under fear, hierarchy, and abstraction. Intelligence remains high. Empathy persists locally. Wisdom, however, fails to scale.

The result is a civilization that behaves less like a coherent organism and more like a nervous system stuck in a loop: alarm, cooperation, relief, forgetting, repetition. From the outside, such a species would not appear insane—but unstable, volatile, and prematurely entrusted with powerful tools.

The conclusion is not extinction, intervention, or rescue. It is diagnosis. Humanity does not need a savior. It needs restraints it cannot vote away when calm returns and memory fades.

This document presents a first-person–initiated, evidence-informed analysis of humanity’s recurring self-destructive patterns. Beginning with a subjective catalyst (a vivid dream and moral distress), the inquiry progresses through psychology, systems theory, political economy, evolutionary biology, and risk analysis to explain why human-created systems often behave in ways that feel hostile or “inhuman.”

The analysis distinguishes metaphor from literal claims, evaluates humanity using a species-level sanity index, and concludes that humanity is neither insane nor healthy, but unstable and in need of enforceable structural guardrails rather than savior fantasies.

(Tone note: unsettling, restrained, no sci-fi claims, no annihilation fantasy — just recognition.)

HOW TO FIX US

A Systems-Level Treatment Framework for Advancing Human Civilization Toward Stable Self-Governance 

Abstract

This document presents a systems-level treatment framework addressing the structural causes of humanity’s recurring self-destructive behavior. Building on prior diagnosis that situates humanity at approximately 3.5/10 on a species-level sanity index, this analysis identifies five non-negotiable structural shifts required for civilizational stabilization. Drawing from systems engineering, political science, cognitive psychology, evolutionary biology, and risk management, the framework rejects utopian ideals and savior narratives in favor of enforceable guardrails, distributed responsibility, and institutional memory. The findings suggest that civilizational maturity is defined not by moral purity or unity, but by reliable containment of known failure modes.
DOI: 10.15468/dl.rbt4g4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((101.043 2.14718, 100.972688 2.141611, 100.904109 2.125043, 100.838953 2.097883, 100.778824 2.060802, 100.725204 2.014712, 100.679414 1.960749, 100.64258 1.900242, 100.615608 1.834683, 100.599163 1.765685, 100.593647 1.694948, 100.599195 1.624213, 100.61567 1.555222, 100.642664 1.489674, 100.679513 1.429182, 100.725308 1.375235, 100.778923 1.329161, 100.839037 1.292093, 100.90417 1.264945, 100.97272 1.248384, 101.043 1.242818, 101.11328 1.248384, 101.18183 1.264945, 101.246963 1.292093, 101.307077 1.329161, 101.360692 1.375235, 101.406487 1.429182, 101.443336 1.489674, 101.47033 1.555222, 101.486805 1.624213, 101.492353 1.694948, 101.486837 1.765685, 101.470392 1.834683, 101.44342 1.900242, 101.406586 1.960749, 101.360796 2.014712, 101.307176 2.060802, 101.247047 2.097883, 101.181891 2.125043, 101.113312 2.141611, 101.043 2.14718))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003167-260120142942310/datasets/export for details.
DOI: 10.15468/dl.razfn2
title: Occurrence Download

description: A dataset containing 4933 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vipera latastei"
 ]
}

 The dataset includes 4933 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003169-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fq9n8
title: Occurrence Download

description: A dataset containing 46931 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Country derived from coordinates, Continent derived from coordinates, Continent derived from country, The scientific name ID was not found in the checklist, The taxon ID was not found in the checklist, Occurrence status inferred from individual count)",
 "OccurrenceStatus is Present",
 "TaxonKey is Zea mays",
 "Year 1995-2025"
 ]
}

 The dataset includes 46931 records from 523 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003168-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57830/2316780
title: Great Basin National Park Acoustic Monitoring Report 2015: Off-site Listening Results

description: This dataset presents summarized results of acoustical data gathered by the Natural Sounds and Night Skies Division (NSNSD) at three sites in Great Basin National Park (GRBA) from August–September of 2015. Specifically, these summaries represent the off-site listening analysis conducted by the Colorado State University Listening Lab. The data summaries include hourly audibility (% time audible) results of each natural and non-natural sound source in a subset of the acoustical dataset. The data herein are described in further detail in the corresponding acoustic monitoring report.
DOI: 10.34740/kaggle/dsv/14573594
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.54burf
title: Occurrence Download

description: A dataset containing 1740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "DatasetKey is EOD – eBird Observation Dataset",
 "IucnRedListCategory is one of (VU, EN, CR)",
 "Month is December",
 "Year 2024-2026"
 ]
}

 The dataset includes 1740 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003170-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecjgm5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((100.703 2.14818, 100.632688 2.142611, 100.564109 2.126043, 100.498952 2.098883, 100.438824 2.061802, 100.385204 2.015712, 100.339413 1.961749, 100.302579 1.901242, 100.275608 1.835683, 100.259163 1.766685, 100.253647 1.695948, 100.259195 1.625213, 100.27567 1.556222, 100.302664 1.490674, 100.339513 1.430182, 100.385308 1.376235, 100.438923 1.330161, 100.499037 1.293093, 100.56417 1.265945, 100.63272 1.249384, 100.703 1.243818, 100.77328 1.249384, 100.84183 1.265945, 100.906963 1.293093, 100.967077 1.330161, 101.020692 1.376235, 101.066487 1.430182, 101.103336 1.490674, 101.13033 1.556222, 101.146805 1.625213, 101.152353 1.695948, 101.146837 1.766685, 101.130392 1.835683, 101.103421 1.901242, 101.066587 1.961749, 101.020796 2.015712, 100.967176 2.061802, 100.907048 2.098883, 100.841891 2.126043, 100.773312 2.142611, 100.703 2.14818))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003172-260120142942310/datasets/export for details.
DOI: 10.13139/olcf/3006256
title: Dataset for manuscript "Rotational Memory Function of SPC/E water" 

description: Memory effect are essential for dynamics of condensed materials and are responsible for non-exponential relaxation of correlation functions of dynamic variables through the memory function entering the memory equation. Memory functions of dipole rotations for polar liquids have never been calculated. We present here calculations of memory functions and single-dipole rotations and of the overall system dipole moment for SPC/E water measured by dielectric spectroscopy. The memory functions for single-particle and collective dynamics turn out to be nearly identical. This result validates theories of dielectric spectroscopy in terms of single-particle time correlation function and the connection between the collective and single-particle relaxation times in terms of the Kirkwood factor. 

The dataset includes single particle and system dipole moments, including their time-dependence.
DOI: 10.15468/dl.3ps6gf
title: Occurrence Download

description: A dataset containing 7646998 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Clupea harengus, Perca fluviatilis, Melanogrammus aeglefinus, Melanogrammus aeglefinus, Squalius cephalus, Myoxocephalus scorpius, Myoxocephalus scorpius, Strangomera bentincki, Trachurus murphyi, Esox lucius, Merlangius merlangus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 7646998 records from 1249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003113-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fq6zn
title: Occurrence Download

description: A dataset containing 1844 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendroctonus frontalis Zimmermann, 1868"
 ]
}

 The dataset includes 1844 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011941-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5rp87
title: Occurrence Download

description: A dataset containing 463 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Poland",
 "TaxonKey is Delphacidae"
 ]
}

 The dataset includes 463 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011942-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jqucj
title: Occurrence Download

description: A dataset containing 36686 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, International Barcode of Life project (iBOL), QDPC True Fruit Flies, Natural History Museum (London) Collection Specimens, Royal Museum of Central Africa - True Fruit Flies (Diptera, Tephritidae) of the Afrotropical Region (ENBI wp13), Essig Museum of Entomology, NSW DPI Biosecurity Collections, Queensland Museum provider for OZCAM, Artportalen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Coordinate rounded",
 "OccurrenceStatus is Present",
 "TaxonKey is Tephritidae"
 ]
}

 The dataset includes 36686 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007094-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25820/data.007621
title: Data for: MIRO1 is required for dynamic increases in mitochondria ER contact sites and mitochondrial ATP during the cell cycle

description: Data sets for each manuscript figure include all measurements taken.
description: Wound healing was assessed in mice with fibroblast-specific MIRO1 deletion. Wild-type and MIRO1-/- fibroblasts and vascular smooth muscle cells were analyzed for proliferation, cell cycle progression, MERCS number, distance, and protein composition throughout the cell cycle. The effect of restoring MIRO1 mutants was tested to assess the role of its domains. Ca2+ transients and mitochondrial metabolism were measured using biochemical, immunodetection, and fluorescence techniques.
description: Results showed that MERCS increased during G1/S compared to G0, accompanied by a rise in protein-protein interactions such as VDAC1-IP3R and GRP75-MIRO1 identified via proximity-ligation assays. ER/mitochondrial contacts (~40 nm) measured by split GFP also increased. Mitochondrial [Ca2+], membrane potential, and ATP levels were linked to MERCS formation during the cell cycle. MIRO1 deficiency disrupted G1/S progression, MERCS formation, ER Ca2+ release, and mitochondrial Ca2+ uptake. MIRO1 mutants lacking Ca2+-sensitive EF hands or the transmembrane domain failed to restore cell proliferation or MERCS formation.MIRO1 regulates MERCS formation during the cell cycle, increases mitochondrial [Ca2+], and drives metabolic activity and proliferation via its EF hands.
DOI: 10.13140/rg.2.2.29182.04163
title: Pertemuan 01 and 02 Introduction to Management_Introduction & THE EVOLUTION OF MANAGEMENT THOUGHT
DOI: 10.6084/m9.figshare.29220134
title: DATA.xlsx

description: Forest ecosystem response to nitrogen (N) deposition depend on N retention, distribution in ecosystem. However, most N deposition simulation experiments focus on understory applications, overlooking canopy interception and foliage uptake of atmospheric N. This study compares canopy (CAN) and understory N addition (UAN) methods in a young secondary forest using a <sup>15</sup>N tracer approach where <sup>15</sup>N was added either as NO<sub>3</sub>-<sup>15</sup>N or NH<sub>4</sub><sup>+</sup>-<sup>15</sup>N. We found that total ecosystem <sup>15</sup>N recovery was significantly higher under UAN than CAN during early stages (7-120 days), although this difference diminished by 365 days. Canopy <sup>15</sup>N addition enhanced long-term N retention in woody biomass, with stem components emerging as the dominant sink, accounting for up to 34.9% of recovered <sup>15</sup>N after one year. In contrast, UAN favored short- term N retention in understory vegetation and long-term N retention in soil (0-40 cm). Soil profile patterns further revealed divergent N redistribution: <sup>15</sup>N recovery increased with soil depth under CAN but decreased under UAN from 120 to 365 days. Plants took up more <sup>15</sup>NO<sub>3</sub><sup>-</sup> than <sup>15</sup>NH<sub>4</sub><sup>+</sup>, especially in long-lived woody plant tissues. By contrast, the soil retained similar amounts of <sup>15</sup>NH<sub>4</sub><sup>+</sup> and <sup>15</sup>NO<sub>3</sub><sup>-</sup>. These findings demonstrate that N addition pathway significantly alters both the magnitude and spatial distribution of N retention in forest ecosystems, with canopy-level processes enhancing the stability of N in trees and deeper soil layers.
DOI: 10.6084/m9.figshare.29220134.v1
title: DATA.xlsx

description: As Earth's largest terrestrial carbon (C) sink, forests' C storage and response to nitrogen (N) deposition depend on N retention, distribution in the ecosystem, and canopy processing of atmospheric N through interception, transformation, and assimilation. However, most N deposition simulation experiments focus on understory applications, overlooking canopy interception and foliage uptake of atmospheric N. This study compares canopy (CAN) and understory N addition (UAN) methods in a secondary deciduous forest by using a <sup>15</sup>N tracer (<sup>15</sup>NO<sub>3</sub><sup>- </sup>and <sup>15</sup>NH<sub>4</sub><sup>+</sup>) approach. 7 days after the <sup>15</sup>N application, canopy foliage and branches under CAN retained 7.49% of <sup>15</sup>N-1.4 times higher than UAN (5.64%). Conversely, the forest ground layer retained more <sup>15</sup>N in UAN (46.03%) than CAN (10.08%). 365 days later, canopy trees became the primary <sup>15</sup>N pool, with foliage and branches absorbing 7.87% (CAN) and 14.53% (UAN), and stems absorbing 31.63% and 26.94% of <sup>15</sup>N under CAN and UAN, respectively. <sup>15</sup>N recovery from trees accounted for 96.44% (CAN) and 74.1% (UAN) of total plant recovery, while the ground layer still retained more <sup>15</sup>N under UAN (13.61%) than CAN (1.31%). From 7 days to 365 days, the fine roots retained more <sup>15</sup>N under UAN than CAN. Soil <sup>15</sup>N recovery declined steeply in both treatments: from 39.73% to 0.1% under CAN and 41.56% to 0.36% under UAN. The forest retained more <sup>15</sup>NO<sub>3</sub><sup>-</sup> than <sup>15</sup>NH<sub>4</sub><sup>+</sup>, likely due to the higher <sup>15</sup>NO<sub>3</sub><sup>- </sup>mobility and preferential uptake by<sup> </sup>trees. No aboveground carbon sequestration differences emerged between UAN and CAN. In conclusion, our study highlights the forest canopy's critical regulatory role in processing deposited N short-term and canopy trees' function as the primary N sink long-term, emphasizing the need to monitor long-term N deposition effects on forest ecosystems. The system remains capable of buffering increased N deposition without signs of saturation.
DOI: 10.6084/m9.figshare.29220134.v2
title: DATA.xlsx

description: Forest ecosystem response to nitrogen (N) deposition depend on N retention, distribution in ecosystem. However, most N deposition simulation experiments focus on understory applications, overlooking canopy interception and foliage uptake of atmospheric N. This study compares canopy (CAN) and understory N addition (UAN) methods in a young secondary forest using a <sup>15</sup>N tracer approach where <sup>15</sup>N was added either as NO<sub>3</sub>-<sup>15</sup>N or NH<sub>4</sub><sup>+</sup>-<sup>15</sup>N. We found that total ecosystem <sup>15</sup>N recovery was significantly higher under UAN than CAN during early stages (7-120 days), although this difference diminished by 365 days. Canopy <sup>15</sup>N addition enhanced long-term N retention in woody biomass, with stem components emerging as the dominant sink, accounting for up to 34.9% of recovered <sup>15</sup>N after one year. In contrast, UAN favored short- term N retention in understory vegetation and long-term N retention in soil (0-40 cm). Soil profile patterns further revealed divergent N redistribution: <sup>15</sup>N recovery increased with soil depth under CAN but decreased under UAN from 120 to 365 days. Plants took up more <sup>15</sup>NO<sub>3</sub><sup>-</sup> than <sup>15</sup>NH<sub>4</sub><sup>+</sup>, especially in long-lived woody plant tissues. By contrast, the soil retained similar amounts of <sup>15</sup>NH<sub>4</sub><sup>+</sup> and <sup>15</sup>NO<sub>3</sub><sup>-</sup>. These findings demonstrate that N addition pathway significantly alters both the magnitude and spatial distribution of N retention in forest ecosystems, with canopy-level processes enhancing the stability of N in trees and deeper soil layers.
DOI: 10.15468/dl.tdvtz8
title: Occurrence Download

description: A dataset containing 476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Astragalus",
 "Year 2020-2025"
 ]
}

 The dataset includes 476 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029988-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25550/9c-bsy6
title: P53-Hippo signaling regulates the dual fate of unique dental progenitors, driving mammalian jaw evolution

description: The mandible has undergone significant evolution, driven by two key innovations—teeth and the temporomandibular joint (TMJ)—that improved chewing efficiency and auditory function. While early vertebrates had simple, continuously replaced teeth, mammals evolved complex, specialized teeth with limited regenerative capacity. The evolutionary mechanisms and selective pressures behind this shift remain largely unknown.
This study identifies apical dental follicle progenitors as an evolutionarily acquired cell population unique to most mammals. These progenitors differentiate into distinct subpopulations that form the periodontal ligament and alveolar bone. Maintaining a precise balance between these subpopulations is crucial for the proper development of the tooth root's soft and hard tissues.
Functional parallels in the TMJ, another cranial neural crest-derived structure composed of bone and ligament, suggest shared developmental mechanisms for coordinating these tissues. Cross-species comparisons and multiomic analysis reveal that P53-Hippo signaling regulates the dual lineage fate of these progenitors. Our findings demonstrate how the emergence of new cell types drives major evolutionary changes, leading to refined physiological functions, and offer a framework for understanding the origins of other complex tissues.
DOI: 10.15468/dl.gqnhn8
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parkinsonia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 104 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029989-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.