cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/l0r-nxr-vvb
title: Dermatobranchus van Hasselt, 1824

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gd5-6jz-ppg
title: Rissoa parva (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nsp-fz8-wlr
title: Glycymeris gigantea (Reeve, 1843)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5hn-maf-50m
title: Radix auricularia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g42-vj3-2c2
title: Annachlamys striatula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qw1-ak0-xvn
title: Lymnaea stagnalis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9rh-zf1-99f
title: Jullienia munensis Brandt, 1974

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d64-9fm-174
title: Lymnaea stagnalis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t2m-2d3-aw5
title: Scaeochlamys livida (Lamarck, 1819)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0r2-g8l-y8p
title: Delectopecten vitreus (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9wb-jn0-ywe
title: Sinoennea karnekampi Maassen, 1999

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/61b-erp-gd7
title: Arianta arbustorum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jls-sfc-ads
title: Vexillum variatum (Reeve, 1845)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pjy-zpp-n2f
title: Haumea minuta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w85-cmt-qf4
title: Arianta arbustorum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kk4-26e-llw
title: Annachlamys flabellata (Lamarck, 1819)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2pf-vpw-20n
title: Bathyomphalus contortus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qv9-40j-tl9
title: Pascahinnites coruscans coruscans (Hinds, 1845)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h6f-85f-d8n
title: Turris babylonia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/thb-haf-l4w
title: Ostrea edulis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q9r-d2w-r6r
title: Cerastoderma edule (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wjv-1ag-k9g
title: Monacha cantiana (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y00-z1p-9yf
title: Petricolaria gracilis (Deshayes, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dl4-m9j-r1e
title: Acanthinula aculeata (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m60-vdx-wnc
title: Mimachlamys cloacata (Reeve, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vdc-lvy-c24
title: Euglesa nitida (Jenyns, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w27-v3c-7sp
title: Euglesa nitida (Jenyns, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7cn-1by-0wg
title: Stagnicola palustris (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/src-4vk-mkt
title: Euglesa nitida (Jenyns, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/65c-f59-nsm
title: Eucallista purpurata (Lamarck, 1818)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zth-f4n-n50
title: Euvola Dall, 1898

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0sb-vzr-y41
title: Semperula maculata (Templeton, 1858)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/maw-ca9-v5a
title: Gyraulus albus (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4ek-8dj-z5c
title: Gonyodiscus rotundatus (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9d8-e5e-z9v
title: Bellastraea squamifera (F. C. L. Koch, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/erw-t2d-l55
title: Theodoxus fluviatilis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s1x-keq-bz0
title: Cymbiola pulchra (G. B. Sowerby I, 1825)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l09-4ez-gr0
title: Semicassis bisulcata (Schubert & J. A. Wagner, 1829)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nht-twf-kv8
title: Ennucula superba (Hedley, 1902)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dbq-cnd-mag
title: Distorsio mcgintyi W. K. Emerson & Puffer, 1953

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lwp-4vq-7az
title: Ranularia cynocephala (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/45a-vt7-1b4
title: Ficus ventricosa (G. B. Sowerby I, 1825)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cf7-qdw-3qh
title: Archierato maugeriae (J. E. Gray, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/blq-kbr-2eg
title: Parvicardium scriptum (Bucquoy, Dautzenberg & Dollfus, 1892)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c4n-ksj-j7z
title: Strigatella coronata (Lamarck, 1811)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8z5-qj5-kh0
title: Scabricola caerulea (Reeve, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jvy-06w-hrm
title: Cymbiola vespertilio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/srg-15q-pl1
title: Chicoreus cornucervi (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/td2-g29-qf1
title: Cerion dalli (Maynard, 1889)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/39f-nvd-vsb
title: Circe rivularis (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fyq-pmx-787
title: Abra tenuis (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x4k-57g-c2g
title: Semicassis centiquadrata (Valenciennes, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bjt-ys1-76b
title: Paphies angusta (Reeve, 1854)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g95-1xs-snx
title: Conus musicus Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m6b-66j-n5f
title: Manzonia dionisi Rolán, 1987

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tzg-xz0-ykh
title: Lampanella minima (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e0p-4mv-g6p
title: Reticunassa erythraea (Issel, 1869)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hpt-ns1-8g5
title: Glycymeris glycymeris (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8s9-rr9-d4k
title: Vexillum verecundulum (Hervier, 1897)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bz6-v6v-r22
title: Cryptonatica affinis (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jcw-2ms-2bq
title: Siphonaria serrata (Fischer von Waldheim, 1807)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k1p-5vj-5x0
title: Haminoea elegans (J. E. Gray, 1825)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lf1-640-220
title: Placamen lamellatum (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dm2-3av-nn6
title: Megastomia conoidea (Brocchi, 1814)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fm2-1z8-qpk
title: Volvarina avena (Kiener, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ldt-xvz-zr2
title: Scalptia obliquata (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2lw-sy0-5q4
title: Arene guttata J. H. McLean, 1970

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dqd-bbl-21p
title: Unedogemmula indica (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7ae-mry-ta7
title: Donax vittatus (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wt1-q9l-fcw
title: Plesiocystiscus abbotti (De Jong & Coomans, 1988)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yhv-8p9-v2p
title: Spisula solida (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6n3-383-tem
title: Opalia funiculata (P. P. Carpenter, 1857)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/psp-djc-k2m
title: Globivenus toreuma (A. Gould, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f0g-78c-9p3
title: Pteropurpura festiva (Hinds, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hbs-dfe-4rz
title: Purpuraturris nadaensis (M. Azuma, 1973)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9qk-8hl-cq8
title: Conus virgo Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zzl-7ls-lvn
title: Perna canaliculus (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b8q-yas-vds
title: Sphaerium nitidum Clessin, 1876

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qvq-yb8-kxx
title: Merica asperella (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3cf-4w6-eaz
title: Echinolittorina tuberculata (Menke, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g4l-pjz-1pj
title: Latissistrombus sinuatus ([Lightfoot], 1786)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fat-q65-jj8
title: Scutalus Albers, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k66-3pa-t51
title: Africofusus ocelliferus (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pjk-6f4-pmf
title: Pupoides nitidulus (L. Pfeiffer, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9c4-elq-9s1
title: Murexsul oxytatus (M. Smith, 1938)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r7p-8rd-vwa
title: Ariadnaria borealis (Broderip & G. B. Sowerby I, 1829)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/73s-x4w-772
title: Palisadia subulata Laseron, 1956

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yfq-zrr-k9v
title: Odostomia plicata (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j8b-d1l-t3s
title: Cerithium columna G. B. Sowerby I, 1834

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sbr-p30-gj5
title: Astarte crenata (J. E. Gray, 1824)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7sn-mag-r9c
title: Ceratostoma fournieri (Crosse, 1861)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gn1-0af-adg
title: Pterochelus triformis (Reeve, 1845)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5t0-8sr-mrr
title: Odostomia lukisii Jeffreys, 1859

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h3g-gcv-any
title: Strigatella decurtata (Reeve, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9wa-nf1-m0n
title: Volvarina brasiliana Boyer, 2000

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5sc-hhz-mpz
title: Cassis madagascariensis Lamarck, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xx1-zj5-bwm
title: Sistrum ricinus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8nb-v2m-60m
title: Rhagada convicta (J. C. Cox, 1870)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s3k-xpp-9yx
title: Perna perna (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a68-fgf-mxn
title: Alvania aspera (R. A. Philippi, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jmy-0xx-5v1
title: Oliva reticularis Lamarck, 1811

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7wa-z8x-j4a
title: Scalptia bicolor (Hinds, 1843)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4kx-qr7-k5k
title: Haliotis clathrata Reeve, 1846

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e6r-18m-ps0
title: Pusia ebenus (Lamarck, 1811)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jh1-p8a-l54
title: Cerithium atratum (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vp5-cee-7kq
title: Naria labrolineata (Gaskoin, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.4kcfjy
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.6.4_1",
 "TaxonKey is one of (Glyptostrobus pensilis, Garrulax canorus)"
 ]
}

 The dataset includes 33 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014279-251025141854904/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.28405775.v2
title: <b><i>Every Base is Sacred: </i></b><b>Most pervasive transcription in mammalian genomes is a consequence of selection</b>

description: Repository contains:100kb regions of the human genome selected for high or low transcription for use in Puffin-D and two .bed files listing their positions.HPRT1, HPRT1R, and HPRT1RNoCpG regions used in Camellato et al., 2024.Puffin-D Numpy outputs for all 100kb fastas.By-chromosome fasta files containing 100kb chunks for the T2T forward and reverse genomes.Gif showing the changing distribution of inter-cluster distances across varying read thresholds.
DOI: 10.15468/dl.p3hqp7
title: Occurrence Download

description: A dataset containing 696 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fokienia hodginsii"
 ]
}

 The dataset includes 696 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014285-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17518614
title: DAO Analyzer dataset

description: DAO-Analyzer's dataset.


Explore data from Decentralized Autonomous Organizations deployed on the DAOstack, DAOhaus and Aragon platforms.
description: DAO-Analyzer is created under the umbrella of multiple research projects:



Chain Community, funded by the Spanish Ministry of Science and Innovation (RTI2018‐096820‐A‐I00) and led by Javier Arroyo and Samer Hassan

P2P Models, funded by the European Research Council (ERC-2017-STG 625 grant no.: 75920), led by Samer Hassan.

DAOapplications, funded by the Spanish Ministry of Science and Innovation (PID2021-127956OB-I00) and led by Javier Arroyo, Samer Hassan and maria Cruz Valiente
DOI: 10.6084/m9.figshare.30526745
title: Dual-Function Isopropanol Strategy for Hansen Solubility Parameter Guided Dispersion and Surface Hydroxylation in Surfactant-Free CeO<sub>2</sub> Slurries for SiO<sub>2</sub> Chemical Mechanical Polishing

description: In integrated circuit manufacturing, achieving high-quality planarization of dielectric films through chemical mechanical polishing (CMP) is crucial for downstream process fidelity and overall device performance. CeO<sub>2</sub> is a highly effective abrasive for dielectric CMP, but its dispersion typically relies on surfactants that can reduce the material removal rate. Here, we present a surfactant-free approach that uses Hansen solubility parameters and a water–isopropanol (IPA) co-solvent to simultaneously improve CeO<sub>2</sub> dispersibility and surface hydroxylation, strengthening chemo-mechanical interactions with SiO<sub>2</sub>. At an optimal IPA concentration (20 vol%), the slurry achieves a 1.86-fold increase in SiO<sub>2</sub> material removal rate to 483 nm/min compared to a water-only formulation, while maintaining an ultralow root-mean-square roughness (Rq) of 0.151 nm. This work outlines a broadly applicable method to optimize abrasive dispersion and interfacial reactivity without surfactants, enabling rational tuning of dielectric-CMP slurry performance.
DOI: 10.6084/m9.figshare.30526745.v1
title: Dual-Function Isopropanol Strategy for Hansen Solubility Parameter Guided Dispersion and Surface Hydroxylation in Surfactant-Free CeO<sub>2</sub> Slurries for SiO<sub>2</sub> Chemical Mechanical Polishing

description: In integrated circuit manufacturing, achieving high-quality planarization of dielectric films through chemical mechanical polishing (CMP) is crucial for downstream process fidelity and overall device performance. CeO<sub>2</sub> is a highly effective abrasive for dielectric CMP, but its dispersion typically relies on surfactants that can reduce the material removal rate. Here, we present a surfactant-free approach that uses Hansen solubility parameters and a water–isopropanol (IPA) co-solvent to simultaneously improve CeO<sub>2</sub> dispersibility and surface hydroxylation, strengthening chemo-mechanical interactions with SiO<sub>2</sub>. At an optimal IPA concentration (20 vol%), the slurry achieves a 1.86-fold increase in SiO<sub>2</sub> material removal rate to 483 nm/min compared to a water-only formulation, while maintaining an ultralow root-mean-square roughness (Rq) of 0.151 nm. This work outlines a broadly applicable method to optimize abrasive dispersion and interfacial reactivity without surfactants, enabling rational tuning of dielectric-CMP slurry performance.