cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5061/dryad.2547d7ww8
title: Data from: Pooled genome-wide CRISPR activation screening for rapamycin resistance genes in Drosophila cells

description: Loss-of-function and gain-of-function genetic perturbations provide
 valuable insights into gene function. In Drosophila cells, while
 genome-wide loss-of-function screens have been extensively used to reveal
 mechanisms of a variety of biological processes, approaches for performing
 genome-wide gain-of-function screens are still lacking. Here, we describe
 a pooled CRISPR activation (CRISPRa) screening platform in Drosophila
 cells and apply this method to both focused and genome-wide screens to
 identify rapamycin resistance genes. The screens identified three genes as
 novel rapamycin resistance genes: a member of SLC16 family of
 monocarboxylate transporters (CG8468), a member of the lipocalin protein
 family (CG5399), and a zinc finger C2H2 transcription factor (CG9932).
 Mechanistically, we demonstrate that CG5399 overexpression activates the
 RTK-Akt-mTOR signaling pathway and that activation of insulin receptor
 (InR) by CG5399 requires cholesterol and clathrin-coated pits at the cell
 membrane. This study establishes a novel platform for functional genetic
 studies in Drosophila cells.
description: The library was sequenced using NextSeq500 1 × 75 SE platform
 (Illumina) in HMS Biopolymers Facility. The sequencing data were
 de-multiplexed using TagDust. Screen hits were identified using
 MAGeCK-RRA.
description: Screen results are analyzed using MAGeCK-RRA. Excel can be used
 to open the data files.
DOI: 10.5061/dryad.3bk3j9kq2
title: Data from: Lower jaw modularity in the African Clawed Frog (Xenopus laevis) and Fire Salamander (Salamandra salamandra gigliolii)

description: Modularity describes the degree to which the components of complex
 phenotypes vary semi-autonomously due to developmental, genetic, and
 functional correlations. This is a key feature underlying the potential
 for evolvability, as it can allow individual components to respond to
 different selective pressures semi-independently. The vertebrate lower jaw
 has become a model anatomical system for understanding modularity, but to
 date, most of this work has focused on the mandible of mammals and other
 amniotes. In contrast, modularity in the mandible of lissamphibians has
 been less well-studied. Here, we used geometric morphometrics to quantify
 the static (intraspecific) modularity patterns in
 Xenopus laevis and Salamandra salamandra gigliolii. We tested developmental and functional hypotheses of modularity and demonstrate that both species exhibit significant modularity. Functional modularity was supported in Xenopus, yet the lack of definitive support for both the developmental and functional hypotheses in Salamandra suggests influences on modularity are much more complex. Allometry has a small yet significant impact on lower jaw shape in both taxa and sex has a significant effect on shape in Xenopus. The high modularity seen in both species mimics the results of other studies on the amphibian cranium, suggesting that modularity is a ubiquitous feature of the tetrapod jaw.
DOI: 10.5519/qd.aqk6cy49
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (21587 records)
DOI: 10.15468/dl.2yzrf8
title: Occurrence Download

description: A dataset containing 27988551 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sturnus vulgaris"
 ]
}

 The dataset includes 27988551 records from 6061 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002965-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7b8zua
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, , , , , , , , , , , , , , , , , , , , , , , , , , Heterodontiformes, , , , , , , , )",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((109.5 20.15,117.25 20.15,117.25 24,109.5 24,109.5 20.15))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002952-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25740/mh260xs0996
title: ligand_discovery

description: Data visualization for ligand discovery project
DOI: 10.15468/dl.gvfynm
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bird Banding Data for Black Rock Lodge, Belize 2016-2018"
 ]
}

 The dataset includes 373 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002953-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zcr9s
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mesua ferrea",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 157 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002954-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/bfga-zc06
title: "DriveScene: A Comprehensive Video Dataset for Scenario Understanding, Generation, and Explanation in Autonomous Driving Research"

description: "Ensuring autonomous vehicles are trustworthy and transparent is crucial for safety and public trust, especially in high-stakes emergent scenarios. However, existing driving datasets rarely capture these safety-critical situations or provide the detailed annotations needed for explainable decision-making. To address this, we introduce DriveScene, a large-scale driving video dataset covering a diverse range of scenarios from routine driving to safety-critical emergencies and featuring a comprehensive annotation schema that labels each scene\u2019s key objects, their actions, causal factors, and surrounding context. These rich annotations support several key tasks: identifying important objects for interaction-aware modeling, predicting the temporal unfolding of emergent scenarios, generating human-readable explanations of driving behavior, and modeling human perception of scenario risk for human-centered scenario analysis. "
DOI: 10.15468/hw3nzq
title: Opredelitel Rasteniy Altaiskogo Kraya (Krasnoborov et al., 2003): accepted names

description: A list of the tracheophyte names accepted in "Opredelitel Rasteniy Altaiskogo Kraya" [= Guide to Vascular Plants of Altai Krai] (Krasnoborov et al., 2003). The dataset was compiled as a first step towards further processing of the modern checklist for the Altai Krai, Russia.Stable archival version (not edited, not curated).The dataset includes 1,982 accepted names of species, subspecies and varieties. Cultivated plants unknown as escapes are excluded.Several minor orthographic errors in either scientific names or their authors were corrected manually. Some names were not automatically cross-linked with the GBIF backbone.
DOI: 10.5281/zenodo.18437870
title: FIShBOT Archive 2026-01-31

description: This dataset is a static snapshot of the FIShBOT data product before new data are aggregated. This version of fishbot is archived for reproducibility and is not updated. The data are aggregated from the FIShBOT system, which collects and processes oceanographic from fishery dependent and independent sources.
DOI: 10.15468/dl.kmmawr
title: Occurrence Download

description: A dataset containing 581879 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passer domesticus",
 "HasCoordinate is true",
 "Country is Australia"
 ]
}

 The dataset includes 581879 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002929-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18437869
title: FIShBOT Archive 2026-01-31

description: This dataset is a static snapshot of the FIShBOT data product before new data are aggregated. This version of fishbot is archived for reproducibility and is not updated. The data are aggregated from the FIShBOT system, which collects and processes oceanographic from fishery dependent and independent sources.
DOI: 10.15468/dl.smt4t3
title: Occurrence Download

description: A dataset containing 821547 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passer domesticus",
 "HasCoordinate is true",
 "Country is United Kingdom of Great Britain and Northern Ireland"
 ]
}

 The dataset includes 821547 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002927-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hyxzd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis ingles"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002957-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysbrga
title: Occurrence Download

description: A dataset containing 1066 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caryocar glabrum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1066 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002956-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30022948
title: Example dataset for “4Pi-SIMFLUX: 4Pi single-molecule localization microscopy with structured illumination”

description: These are representative test data for the paper "4Pi-SIMFLUX: 4Pi single-molecule localization microscopy with structured illumination".Cell03_561_000_000.dcimg: A subset of the raw data for the microtubules in Fig. 2, 18,000 frames.align_561_FMTtransform_20250125.mat: Beads data for multi-channel registration.bead_561_Astfit_20250125.mat: Beads data for astigmatism calibration.bead_561_dphi_cali_20250125.mat: Beads data for phase delay calibration.Note: 4Pi-SIMFLUX reconstruction code is available at: https://github.com/zhanglab-srm/4Pi-SIMFLUX.
DOI: 10.6084/m9.figshare.30022948.v2
title: Example dataset for “4Pi-SIMFLUX: 4Pi single-molecule localization microscopy with structured illumination”

description: These are representative test data for the paper "4Pi-SIMFLUX: 4Pi single-molecule localization microscopy with structured illumination".Cell03_561_000_000.dcimg: A subset of the raw data for the microtubules in Fig. 2, 18,000 frames.align_561_FMTtransform_20250125.mat: Beads data for multi-channel registration.bead_561_Astfit_20250125.mat: Beads data for astigmatism calibration.bead_561_dphi_cali_20250125.mat: Beads data for phase delay calibration.Note: 4Pi-SIMFLUX reconstruction code is available at: https://github.com/zhanglab-srm/4Pi-SIMFLUX.
DOI: 10.6084/m9.figshare.30022948.v1
title: Example dataset for “4Pi-SIMFLUX: 4Pi single-molecule localization microscopy with structured illumination”

description: These are representative test data for the paper "4Pi-SIMFLUX: 4Pi single-molecule localization microscopy with structured illumination".Cell03_561_000_000.dcimg: A subset of the raw data for the microtubules in Fig. 2, 18,000 frames.align_561_FMTtransform_20250125.mat: Beads data for multi-channel registration.bead_561_Astfit_20250125.mat: Beads data for astigmatism calibration.bead_561_dphi_cali_20250125.mat: Beads data for phase delay calibration.Note: 4Pi-SIMFLUX reconstruction code is available at: https://github.com/zhanglab-srm/4Pi-SIMFLUX.
DOI: 10.15468/dl.2jcnfj
title: Occurrence Download

description: A dataset containing 13301481 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passer domesticus",
 "HasCoordinate is true",
 "Country is United States of America"
 ]
}

 The dataset includes 13301481 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002928-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3e55zd
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bhesa archboldiana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 61 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002958-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18437918
title: DIFFICULTIES UZBEK STUDENTS ENCOUNTER IN LEARNING ENGLISH AS A FOREIGN LANGUAGE

description: Despite the global importance of English, students in Uzbekistan often struggle with the language due to linguistic, psychological, and educational factors. This article identifies these core challenges and offers effective methods for overcoming them.
DOI: 10.5281/zenodo.18437919
title: DIFFICULTIES UZBEK STUDENTS ENCOUNTER IN LEARNING ENGLISH AS A FOREIGN LANGUAGE

description: Despite the global importance of English, students in Uzbekistan often struggle with the language due to linguistic, psychological, and educational factors. This article identifies these core challenges and offers effective methods for overcoming them.
DOI: 10.34740/kaggle/dsv/14683773
title: Daily Market Prices of Commodity India (2001-2026)
DOI: 10.5281/zenodo.18436376
title: Supplementary data for ODIN: Confirmation and 3D Reconstruction of Six Massive Protoclusters at Cosmic Noon

description: Supplementary material to DESI's publication 'ODIN: Confirmation and 3D Reconstruction of Six Massive Protoclusters at Cosmic Noon' to comply with the data management plan. The uploaded materials include all data used to reproduce the ten figures in the main text.
DOI: 10.5281/zenodo.18436377
title: Supplementary data for ODIN: Confirmation and 3D Reconstruction of Six Massive Protoclusters at Cosmic Noon

description: Supplementary material to DESI's publication 'ODIN: Confirmation and 3D Reconstruction of Six Massive Protoclusters at Cosmic Noon' to comply with the data management plan. The uploaded materials include all data used to reproduce the ten figures in the main text.
DOI: 10.15468/dl.q8y2s4
title: Occurrence Download

description: A dataset containing 265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acioa longipendula",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 265 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002959-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18437925
title: OGAHIYNING "QASIDAYI NASIHAT" ASARI QASIDA JANRINING NODIR NAMUNASI

description: Ushbu maqoladan ko‘zlangan asosiy maqsad shuki, adabiyot nazariyasiga oid “qasida” janri haqida ma’lumot berish, adabiyotimiz tarixiga biroz nazar tashlash va bag‘ishlov asarlar nomini qayd etib o‘tish, o‘tmishdagi ijodkorlarning adolatli shoh haqidagi qarashlarini va adolat g‘oyasiilgari surilgan asrlardan biri “Qasidayi nasihat” (“Ogahnoma”) ni tahlil qilish.
DOI: 10.5281/zenodo.18437926
title: OGAHIYNING "QASIDAYI NASIHAT" ASARI QASIDA JANRINING NODIR NAMUNASI

description: Ushbu maqoladan ko‘zlangan asosiy maqsad shuki, adabiyot nazariyasiga oid “qasida” janri haqida ma’lumot berish, adabiyotimiz tarixiga biroz nazar tashlash va bag‘ishlov asarlar nomini qayd etib o‘tish, o‘tmishdagi ijodkorlarning adolatli shoh haqidagi qarashlarini va adolat g‘oyasiilgari surilgan asrlardan biri “Qasidayi nasihat” (“Ogahnoma”) ni tahlil qilish.
DOI: 10.6084/m9.figshare.31216237
title: <b>Research on integrated LiDAR and deep learning-based biomass estimation method for monitoring tomato stem and leaf biomass </b><b>by </b><b>using </b><b>drone</b><b>s</b>

description: Accurate and robust estimation of crop biomass is fundamental for precision agriculture, yield assessment, and intelligent crop management, and remains challenging under complex canopy structures and organ-specific growth dynamics. This study proposes a knowledge-guided biomass estimation framework for tomato plants by integrating physically based radiative transfer modeling, deep learning and LiDAR-derived structural information. For leaf biomass estimation, a Knowledge-Guided Convolutional Neural Network(KGCNN) was developed by coupling the LESS three-dimensional radiative transfer model with multi-layer convolutional feature learning, which enables the deep fusion of spectral and structural information while alleviating overfitting and improving regression stability. To address the limited capability of canopy spectral signals to capture stem biomass variations, terrestrial LiDAR data were utilized to extract the stem height and diameter. A hierarchical regression strategy was designed to model stem biomass by accounting for pronounced allometric growth characteristics along different internode segments. By jointly modeling leaf and stem biomass within a physically informed framework, the LiDAR-BESLM model achieves high accuracy, strong robustness and enhanced interpretability across the growth stages under real field conditions. The results demonstrate that this method provides an effective and scalable solution for fine-grained biomass estimation in tomato production systems, with potential applicability to other crops and cultivation environments.
DOI: 10.6084/m9.figshare.31216237.v1
title: <b>Research on integrated LiDAR and deep learning-based biomass estimation method for monitoring tomato stem and leaf biomass </b><b>by </b><b>using </b><b>drone</b><b>s</b>

description: Accurate and robust estimation of crop biomass is fundamental for precision agriculture, yield assessment, and intelligent crop management, and remains challenging under complex canopy structures and organ-specific growth dynamics. This study proposes a knowledge-guided biomass estimation framework for tomato plants by integrating physically based radiative transfer modeling, deep learning and LiDAR-derived structural information. For leaf biomass estimation, a Knowledge-Guided Convolutional Neural Network(KGCNN) was developed by coupling the LESS three-dimensional radiative transfer model with multi-layer convolutional feature learning, which enables the deep fusion of spectral and structural information while alleviating overfitting and improving regression stability. To address the limited capability of canopy spectral signals to capture stem biomass variations, terrestrial LiDAR data were utilized to extract the stem height and diameter. A hierarchical regression strategy was designed to model stem biomass by accounting for pronounced allometric growth characteristics along different internode segments. By jointly modeling leaf and stem biomass within a physically informed framework, the LiDAR-BESLM model achieves high accuracy, strong robustness and enhanced interpretability across the growth stages under real field conditions. The results demonstrate that this method provides an effective and scalable solution for fine-grained biomass estimation in tomato production systems, with potential applicability to other crops and cultivation environments.
DOI: 10.5281/zenodo.18437882
title: Supplementary data for: Chemical composition and biological activities of Melaleuca alternifolia essential oil

description: This dataset contains supplementary tables, figures, and statistical analyses supporting the results of the study on the chemical composition, antioxidant, and antibacterial activities of Melaleuca alternifolia essential oil.
DOI: 10.5281/zenodo.18437881
title: Supplementary data for: Chemical composition and biological activities of Melaleuca alternifolia essential oil

description: This dataset contains supplementary tables, figures, and statistical analyses supporting the results of the study on the chemical composition, antioxidant, and antibacterial activities of Melaleuca alternifolia essential oil.
DOI: 10.15468/dl.49w4a6
title: Occurrence Download

description: A dataset containing 436714 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-12-05",
 "EventDate is less than or equal to 2026-01-04",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 436714 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002951-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhsh48
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Afrolicania elaeosperma",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 237 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002960-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3vr6k
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saiga tatarica mongolica"
 ]
}

 The dataset includes 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005345-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18450154
title: aporrhais_serresiana_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.18450153
title: aporrhais_serresiana_decontaminated_FSCR.fasta.gz
DOI: 10.15468/dl.5ze2sk
title: Occurrence Download

description: A dataset containing 13100 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Culex coronator)"
 ]
}

 The dataset includes 13100 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005347-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.