cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.f844r2
title: Occurrence Download

description: A dataset containing 1709584 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Asimina triloba (L.) Dunal, Carpinus caroliniana Walter, Carya cordiformis (Wangenh.) K.Koch, Carya glabra (Mill.) Sweet, Carya ovata (Mill.) K.Koch, Carya texana Buckley, Carya tomentosa (Lam.) Nutt., Celtis occidentalis L., Celtis tenuifolia Nutt., Cercis canadensis L., Cornus drummondii C.A.Mey., Cornus florida L., Diospyros virginiana L., Euonymus alatus (Thunb.) Siebold, Fraxinus americana L., Frangula caroliniana (Walter) A.Gray, Fraxinus pennsylvanica Marshall, Fraxinus quadrangulata Michx., Gleditsia triacanthos L., Ilex decidua Walter, Juglans nigra L., Juniperus virginiana L., Lindera benzoin (L.) Blume, Lonicera maackii (Rupr.) Maxim., Malus ioensis (Alph.Wood) Britton, Morus rubra L., Ostrya virginiana (Mill.) K.Koch, Platanus occidentalis L., Prunus americana Marshall, Prunus serotina Ehrh., Quercus alba L., Quercus marilandica (L.) Münchh., Quercus muehlenbergii Engelm., Quercus rubra L., Quercus stellata Wangenh., Quercus velutina Lam., Rhus glabra L., Sassafras albidum (Nutt.) Nees, Sideroxylon lanuginosum Michx., Tilia americana L., Ulmus rubra Muhl., Viburnum rufidulum Raf., Acer negundo L., Acer rubrum L., Acer saccharum Marshall, Ailanthus altissima (Mill.) Swingle, Amelanchier arborea (F.Michx.) Fernald, Gymnocladus dioicus (L.) K.Koch, Ulmus americana L., Pyrus communis L., Phellodendron amurense Rupr.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1709584 records from 2861 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073229-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17333173
title: Rare-Earth-Free Ultra-Strong Permanent Magnets: A Multiscale Framework Integrating Topological Spin Textures, Quantum Thermodynamics, and AI-Driven Inverse Design

description: The escalating demand for high-performance permanent magnets in decarbonization technologies, such as electric vehicles and wind turbines, has intensified the need for alternatives to rare-earth-element (REE)-dependent materials like Nd$_2$Fe$_{14}$B, which dominate over 90% of global REE consumption amid geopolitical and environmental challenges. This work presents a comprehensive multiscale framework for designing REE-free magnets that achieve a theoretical maximum energy product $(BH)_{\max} = 72 \pm 4.2$ MGOe and Curie temperature $T_c > 820$ K, surpassing current benchmarks. By synergistically integrating quantum thermodynamics, topological spin engineering, first-principles materials science, and AI-driven inverse design, the proposed Fe$_{65}$Co$_{20}$B$_{10}$N$_5$ system exploits interstitial nitrogen (5 at.%) to induce tetragonal distortion ($c/a = 1.08$) in a body-centered $\alpha$-Fe lattice (space group $I4/mmm$), generating giant uniaxial magnetocrystalline anisotropy ($K_u = 1.8$ MJ/m$^3$) via Fe 3d orbital spin-orbit coupling, with cobalt enhancing saturation magnetization ($M_s = 2.45$ T) and boron promoting 8–12 vol.% Fe$_2$B phases for domain-wall pinning ($\Delta G_f = -0.12$ eV/atom). Nanoscale Néel-type skyrmion lattices ($R \approx 8$ nm, $\rho_s = 1.2 \times 10^{12}$ cm$^{-2}$) are nucleated at sulfur-vacancy disclinations on MoS$_2$ substrates during atomic layer deposition, stabilized by Dzyaloshinskii–Moriya interactions ($D = 1.5$ mJ/m$^2$) within a generalized spin Hamiltonian incorporating Kitaev anisotropy, yielding a twofold coercivity increase ($H_c = 28$ kOe) through topological protection, as confirmed by micromagnetic simulations (MuMax3). A graph neural network (MagGen, $R^2 = 0.94$) optimizes the composition from 12,840 DFT+U configurations (VASP, HSE06), enforcing REE exclusion via penalized loss functions (MAE = 2.1 MGOe). Scalable fabrication bridges 2D films to 3D bulk via ALD growth at 300°C, tape delamination, 5 T field-assisted stacking, spark plasma sintering (>98% density at 850 K), and 10 T pulsed-field kinetic arrest, ensuring thermal stability ($\Delta E_f > 0.45$ eV/atom). A three-phase experimental roadmap targets phase confirmation ($M_s > 2.3$ T) in 0–6 months, skyrmion imaging in 6–18 months, and bulk validation ($(BH)_{\max} > 60$ MGOe) by 24 months. Discussion addresses defect uniformity via ion irradiation, skyrmion annihilation temperatures exceeding 473 K, and pinning dominance over nucleation, positioning this framework for >90% REE reduction and industrial adoption in sustainable magnetics.
DOI: 10.15468/dl.79mrad
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"TUR.25.9_1","matchCase":false},{"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/0006742-260108223611665/datasets/export for details.
DOI: 10.7910/dvn/hyuzdg
title: Replication Data for: Spatial distribution of solar PV deployment: an application of the region-based convolutional neural network

description: Solar photovoltaic (PV) deployment plays a crucial role in the transition to renewable energy. However, comprehensive models that can effectively explain the variations in solar PV deployment are lacking. This study aims to address this gap by introducing two innovative models: (i) a computer vision model that can estimate spatial distribution of solar PV deployment across neighborhoods using satellite images and (ii) a machine learning (ML) model predicting such distribution based on 43 factors. Our computer vision model using Faster Regions with Convolutional Neural Network (Faster RCNN) achieved a mean Average Precision (mAP) of 81% for identifying solar panels and 95% for identifying roofs. Using this model, we analyzed 652,795 satellite images from Colorado, USA, and found that approximately 7% of households in Colorado have rooftop PV systems, while solar panels cover around 2.5% of roof areas in the state as of early 2021. Of our 16 predictive models, the XGBoost models performed the best, explaining approximately 70% of the variance in rooftop solar deployment. We also found that the share of Democratic party votes, hail and strong wind risks, median home value, the percentage of renters, and solar PV permitting timelines are the key predictors of rooftop solar deployment in Colorado. This study provides insights for business and policy decision making to support more efficient and equitable grid infrastructure investment and distributed energy resource management.
DOI: 10.5517/cc7jnky
title: CCDC 224550: Experimental Crystal Structure Determination

description: Related Article: N.S.Begum, C.R.Girija, M.N.Mallya, G.Nagendrappa|2005|J.Mol.Struct.|751|127|doi:10.1016/j.molstruc.2005.05.008
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc7kl0c
title: CCDC 225432: Experimental Crystal Structure Determination

description: Related Article: N.S.Begum, C.R.Girija, M.N.Mallya, G.Nagendrappa|2005|J.Mol.Struct.|751|127|doi:10.1016/j.molstruc.2005.05.008
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc89mhn
title: CCDC 247581: Experimental Crystal Structure Determination

description: Related Article: Hong-Xu Guo, Shi-Xiong Liu|2005|J.Mol.Struct.|751|156|doi:10.1016/j.molstruc.2005.05.013
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc89vs5
title: CCDC 247807: Experimental Crystal Structure Determination

description: Related Article: Yong-Qin Wei, Ke-Chen Wu, Bo-Tao Zhuang, Zhang-Feng Zhou|2005|J.Mol.Struct.|751|133|doi:10.1016/j.molstruc.2005.05.010
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc8lx91
title: CCDC 256503: Experimental Crystal Structure Determination

description: Related Article: M.J.Carr, S.D.Perera, T.Jelinek, C.A.Kilner, B.Stibr, J.D.Kennedy|2005|J.Organomet.Chem.|690|2857|doi:10.1016/j.jorganchem.2005.02.027
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc9hgqy
title: CCDC 282990: Experimental Crystal Structure Determination

description: Related Article: Fuk Yee Kwong, Chi Wai Lai, M.Yu, Duan-Ming Tan, Fuk Loi Lam, A.S.C.Chan, Kin Shing Chan|2005|Organometallics|24|4170|doi:10.1021/om050237+
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc9h99c
title: CCDC 282822: Experimental Crystal Structure Determination

description: Related Article: S.Sarkar, B.Sarkar, N.Chanda, S.Kar, S.M.Mobin, J.Fiedler, W.Kaim, G.K.Lahiri|2005|Inorg.Chem.|44|6092|doi:10.1021/ic050533e
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc9hgrz
title: CCDC 282991: Experimental Crystal Structure Determination

description: Related Article: Fuk Yee Kwong, Chi Wai Lai, M.Yu, Duan-Ming Tan, Fuk Loi Lam, A.S.C.Chan, Kin Shing Chan|2005|Organometallics|24|4170|doi:10.1021/om050237+
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.95ypcx
title: Occurrence Download

description: A dataset containing 347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis tenella",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 347 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023509-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc9h9bd
title: CCDC 282823: Experimental Crystal Structure Determination

description: Related Article: S.Sarkar, B.Sarkar, N.Chanda, S.Kar, S.M.Mobin, J.Fiedler, W.Kaim, G.K.Lahiri|2005|Inorg.Chem.|44|6092|doi:10.1021/ic050533e
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc9h9cf
title: CCDC 282824: Experimental Crystal Structure Determination

description: Related Article: S.Sarkar, B.Sarkar, N.Chanda, S.Kar, S.M.Mobin, J.Fiedler, W.Kaim, G.K.Lahiri|2005|Inorg.Chem.|44|6092|doi:10.1021/ic050533e
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc9h9dg
title: CCDC 282825: Experimental Crystal Structure Determination

description: Related Article: S.Sarkar, B.Sarkar, N.Chanda, S.Kar, S.M.Mobin, J.Fiedler, W.Kaim, G.K.Lahiri|2005|Inorg.Chem.|44|6092|doi:10.1021/ic050533e
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.57680/asep.0639957
title: Data for arxiv Multilayer ApplSci 2024, Bulgakova

description: The dataset contains the original data of numerical calculations for the manuscript which is submitted to the journal Aerospace. Authors: Yuzhu Cheng, Alexander V. Bulgakov, Nadezhda M. Bulgakova, Jiří Beránek, Aleksey V. Kacyuba, Vladimir A. Volodin Title: Femtosecond Laser Crystallization of Ultrathin a-Ge Films in Multilayer Stacks with Silicon Layers Estimated submission date: September 1, 2025 The detailed description of each file in the format *.dat is given in the txt-file ReadMe. The data were used to produce figures 4-6 presented in the manuscript.
DOI: 10.5517/cc9hgs0
title: CCDC 282992: Experimental Crystal Structure Determination

description: Related Article: O.Volkov, K.Radacki, R.L.Thomas, N.P.Rath, L.Barton|2005|J.Organomet.Chem.|690|2736|doi:10.1016/j.jorganchem.2005.02.029
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc9hgt1
title: CCDC 282993: Experimental Crystal Structure Determination

description: Related Article: O.Volkov, K.Radacki, R.L.Thomas, N.P.Rath, L.Barton|2005|J.Organomet.Chem.|690|2736|doi:10.1016/j.jorganchem.2005.02.029
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc9hgv2
title: CCDC 282994: Experimental Crystal Structure Determination

description: Related Article: O.Volkov, K.Radacki, R.L.Thomas, N.P.Rath, L.Barton|2005|J.Organomet.Chem.|690|2736|doi:10.1016/j.jorganchem.2005.02.029
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc9hgw3
title: CCDC 282995: Experimental Crystal Structure Determination

description: Related Article: Hui-Ping Yi, Chuang Li, Jun-Li Hou, Xi-Kui Jiang, Zhan-Ting Li|2005|Tetrahedron|61|7974|doi:10.1016/j.tet.2005.06.042
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc9hgx4
title: CCDC 282996: Experimental Crystal Structure Determination

description: Related Article: M.Karikomi, M.Yamada, Y.Ogawa, H.Houjou, K.Seki, K.Hiratani, K.Haga, T.Uyehara|2005|Tetrahedron Lett.|46|5867|doi:10.1016/j.tetlet.2005.06.142
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc9hky8
title: CCDC 283090: Experimental Crystal Structure Determination

description: Related Article: K.T.Szacilowski, Puhui Xie, A.Y.S.Malkhasian, M.J.Heeg, M.Y.Udugala-Ganehenege, L.E.Wenger, J.F.Endicott|2005|Inorg.Chem.|44|6019|doi:10.1021/ic050147x
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc9hkz9
title: CCDC 283091: Experimental Crystal Structure Determination

description: Related Article: K.T.Szacilowski, Puhui Xie, A.Y.S.Malkhasian, M.J.Heeg, M.Y.Udugala-Ganehenege, L.E.Wenger, J.F.Endicott|2005|Inorg.Chem.|44|6019|doi:10.1021/ic050147x
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc9hl0c
title: CCDC 283092: Experimental Crystal Structure Determination

description: Related Article: K.T.Szacilowski, Puhui Xie, A.Y.S.Malkhasian, M.J.Heeg, M.Y.Udugala-Ganehenege, L.E.Wenger, J.F.Endicott|2005|Inorg.Chem.|44|6019|doi:10.1021/ic050147x
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc9hl1d
title: CCDC 283093: Experimental Crystal Structure Determination

description: Related Article: K.T.Szacilowski, Puhui Xie, A.Y.S.Malkhasian, M.J.Heeg, M.Y.Udugala-Ganehenege, L.E.Wenger, J.F.Endicott|2005|Inorg.Chem.|44|6019|doi:10.1021/ic050147x
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc9hl2f
title: CCDC 283094: Experimental Crystal Structure Determination

description: Related Article: K.T.Szacilowski, Puhui Xie, A.Y.S.Malkhasian, M.J.Heeg, M.Y.Udugala-Ganehenege, L.E.Wenger, J.F.Endicott|2005|Inorg.Chem.|44|6019|doi:10.1021/ic050147x
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc9hl5j
title: CCDC 283097: Experimental Crystal Structure Determination

description: Related Article: K.T.Szacilowski, Puhui Xie, A.Y.S.Malkhasian, M.J.Heeg, M.Y.Udugala-Ganehenege, L.E.Wenger, J.F.Endicott|2005|Inorg.Chem.|44|6019|doi:10.1021/ic050147x
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc9hl3g
title: CCDC 283095: Experimental Crystal Structure Determination

description: Related Article: K.T.Szacilowski, Puhui Xie, A.Y.S.Malkhasian, M.J.Heeg, M.Y.Udugala-Ganehenege, L.E.Wenger, J.F.Endicott|2005|Inorg.Chem.|44|6019|doi:10.1021/ic050147x
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc9hl6k
title: CCDC 283098: Experimental Crystal Structure Determination

description: Related Article: Jing Lu, Jie-Hui Yu, Xiao-Yan Chen, Peng Cheng, Xiao Zhang, Ji-Qing Xu|2005|Inorg.Chem.|44|5978|doi:10.1021/ic0507621
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc9hl7l
title: CCDC 283099: Experimental Crystal Structure Determination

description: Related Article: S.M.Humphrey, R.A.Mole, M.McPartlin, E.J.L.McInnes, P.T.Wood|2005|Inorg.Chem.|44|5981|doi:10.1021/ic050768q
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.