cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.h4hh3w
title: Occurrence Download

description: A dataset containing 3033 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abarema barbouriana, Abarema campestris, Abarema cochleata, Abarema commutata, Abarema curvicarpa, Abarema ferruginea, Abarema floribunda, Abarema gallorum, Abarema josephi, Abarema jupunba)",
 {
 "or" : [
 "Year is greater than or equal to 1850",
 "HasCoordinate is true"
 ]
 },
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Continent is one of (South America, North America)"
 ]
}

 The dataset includes 3033 records from 191 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002018-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18481722
title: Recorded signals from real-time OTFS SDR system in optical and back-to-back links

description: Dataset containing recorded experimental data from the real-time orthogonal time-frequency space (OTFS) software-defined radio (SDR) communication system in optical and back-to-back (B2B) links. Measurements were conducted with a 6GHz carrier frequency, with an object (metal plate) located at a 3m distance from the antennas.

Data is inside .mat files with a results structure containing these fields:



chan - recorded OTFS 16x10 matrices after linear minimum mean square error (LMMSE) estimation;

ber - calculated bit error ratio (BER) of a measurement;

ser - calculated symbol error ratio (SER) of a measurement;

data_frame - transmitted data frame;

rxqam - last 1000 4-quadrature amplitude modulation (QAM) symbols;

tx_serial - transmitted signal before SDR;

rx_serial - received signal after SDR.


The title of each file also defines the SDR transmitted power, applied carrier frequency offset (CFO) at the receiver side and type of link used. An example of the title:



"260121exp_otfs_tx42dB_0Hz.mat" - SDR transmitter power at 42dB, CFO at 0Hz, optical link;

"260121exp_otfs_tx87dB_142Hz_b2b.mat" - SDR transmitter power at 87dB, CFO at +142Hz, B2B link.


"_moving" denotes measurement with a moving object at 1.5-2m that was moved back and forth with an inconsistent period and speed.
DOI: 10.5281/zenodo.18481721
title: Recorded signals from real-time OTFS SDR system in optical and back-to-back links

description: Dataset containing recorded experimental data from the real-time orthogonal time-frequency space (OTFS) software-defined radio (SDR) communication system in optical and back-to-back (B2B) links. Measurements were conducted with a 6GHz carrier frequency, with an object (metal plate) located at a 3m distance from the antennas.

Data is inside .mat files with a results structure containing these fields:



chan - recorded OTFS 16x10 matrices after linear minimum mean square error (LMMSE) estimation;

ber - calculated bit error ratio (BER) of a measurement;

ser - calculated symbol error ratio (SER) of a measurement;

data_frame - transmitted data frame;

rxqam - last 1000 4-quadrature amplitude modulation (QAM) symbols;

tx_serial - transmitted signal before SDR;

rx_serial - received signal after SDR.


The title of each file also defines the SDR transmitted power, applied carrier frequency offset (CFO) at the receiver side and type of link used. An example of the title:



"260121exp_otfs_tx42dB_0Hz.mat" - SDR transmitter power at 42dB, CFO at 0Hz, optical link;

"260121exp_otfs_tx87dB_142Hz_b2b.mat" - SDR transmitter power at 87dB, CFO at +142Hz, B2B link.


"_moving" denotes measurement with a moving object at 1.5-2m that was moved back and forth with an inconsistent period and speed.
DOI: 10.21227/hew5-tf49
title: "J\u00fcKa BuilData: Homogenized Heterogeneous Data from Building Operation "

description: "Building operations are contributing almost 30% of global CO2 emissions, highlighting the need for intelligent and adaptive operation strategies that can reduce and control these emissions. However, effectively training and developing AI\/ML models to address these challenges requires large amounts of fully labeled real-world building data, which is currently scarce and difficult to obtain. To address this problem, J\u00fcKa BuilData provides a collection of high-fidelity, time-series designed to benchmarkadvanced control strategies for Building Energy Management Systems (BEMS). The data is collected from two real-world laboratories, under the framework of the Living Lab Energy Campus (LLEC) project, operated at Karlsruhe Institute of Technology (KIT) and Forschungszentrum J\u00fclich (FZJ), in Germany in 2025. The primary objective of the dataset is to capture the complex interplay between electrical consumption and thermal dynamics in residential buildings. The synchronized 1-minute-resolution measurements include electricity consumption, photovoltaic (PV) generation, voltage, current, indoor temperature, weather conditions, and a normalized dynamic pricing signal. The dataset is specifically structured to support multi-objective optimization, enabling the development and evaluation of control algorithms that simultaneously minimize operational costs and maintain occupant comfort. By providing high-resolution, real-world measurements tailored to control-oriented applications, J\u00a8uKa BuilData bridges the gap between theoretical algorithm development and practical BEMS deployment. As such, it fosters advancements in modern data-driven energy management approaches, including reinforcement learning and other machine-learning techniques, and contributes to the broader goals of energy-efficient building operation and sustainable urban development. This paper details the data acquisition methodology and file structure to facilitate its use by both the AI and power systems research communities"
DOI: 10.5517/ccn9lyg
title: CCDC 605056: Experimental Crystal Structure Determination

description: Related Article: Guang-You Zhang, Jin-Yan Zhao, Xiang-Bo Wang, Wan-Hui Wang|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o1543|doi:10.1107/S1600536806010002
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/ccn9lzh
title: CCDC 605057: Experimental Crystal Structure Determination

description: Related Article: Heng-Yu Qian, Cheng Liu, Zhi-Gang Yin|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o1623|doi:10.1107/S1600536806009329
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/ccn9m0k
title: CCDC 605058: Experimental Crystal Structure Determination

description: Related Article: Kam Seng Chan, Z.Zakaria, S.N.A.Malek, B.M.Yamin|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o1546|doi:10.1107/S1600536806010221
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/ccn9rg4
title: CCDC 605196: Experimental Crystal Structure Determination

description: Related Article: I.E.Kareev, S.F.Lebedkin, A.A.Popov, S.M.Miller, O.P.Anderson, S.H.Strauss, O.V.Boltalina|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o1501|doi:10.1107/S1600536806008300
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/ccn9rh5
title: CCDC 605197: Experimental Crystal Structure Determination

description: Related Article: Hong-Xia Liu, Zhi-Guo Wang, An-Xin Wu|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o1284|doi:10.1107/S1600536806007689
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/ccn9rj6
title: CCDC 605198: Experimental Crystal Structure Determination

description: Related Article: A.Belfaitah, S.Ladraa, A.Bouraiuo, N.Benali-Cherif, A.Debache, S.Rhouati|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o1355|doi:10.1107/S1600536806007744
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/ccn9rk7
title: CCDC 605199: Experimental Crystal Structure Determination

description: Related Article: A.J.Pardey, M.A.Moreno, M.Lutz, M.Haukka, R.Atencio|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|m838|doi:10.1107/S1600536806009780
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/ccn9rl8
title: CCDC 605200: Experimental Crystal Structure Determination

description: Related Article: J.K.Clegg, M.J.Hayter, K.A.Jolliffe, L.F.Lindoy|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|m873|doi:10.1107/S1600536806010257
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/ccn9rm9
title: CCDC 605201: Experimental Crystal Structure Determination

description: Related Article: C.D.de Oliveira, G.A.Romeiro, J.M.S.Skakle, J.L.Wardell, S.M.S.V.Wardell|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o1492|doi:10.1107/S1600536806007148
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/ccn9rnb
title: CCDC 605202: Experimental Crystal Structure Determination

description: Related Article: C.D.de Oliveira, G.A.Romeiro, J.M.S.Skakle, J.L.Wardell, S.M.S.V.Wardell|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o1494|doi:10.1107/S160053680600715X
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/ccn9rpc
title: CCDC 605203: Experimental Crystal Structure Determination

description: Related Article: E.Asker, J.Masnovi|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o1213|doi:10.1107/S1600536806005538
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/ccn9rqd
title: CCDC 605204: Experimental Crystal Structure Determination

description: Related Article: A.Fischer|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o1281|doi:10.1107/S1600536806007628
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/ccn9rrf
title: CCDC 605205: Experimental Crystal Structure Determination

description: Related Article: C.Besnard, C.Kloc, T.Siegrist, C.Svensson, K.Pluta|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o1333|doi:10.1107/S1600536806007793
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/ccn9rsg
title: CCDC 605206: Experimental Crystal Structure Determination

description: Related Article: Yong-Tao Wang, Gui-Mei Tang, Xu-Yang Qin|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o1496|doi:10.1107/S1600536806008208
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/ccn9rvj
title: CCDC 605208: Experimental Crystal Structure Determination

description: Related Article: Yan-Min Liu, Chun-Yan Liu, Ai-Guo Meng|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o1350|doi:10.1107/S1600536806007975
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/ccn9rwk
title: CCDC 605209: Experimental Crystal Structure Determination

description: Related Article: P.S.Patil, Shea-Lin Ng, I.A.Razak, Hoong-Kun Fun, S.M.Dharmaprakash|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o1463|doi:10.1107/S1600536806009226
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/ccn9rxl
title: CCDC 605210: Experimental Crystal Structure Determination

description: Related Article: S.A.Barnett, J.Pradon, T.C.Lewis, D.A.Tocher|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o1662|doi:10.1107/S1600536806011226
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/ccn9rym
title: CCDC 605211: Experimental Crystal Structure Determination

description: Related Article: M.M.Rosli, P.S.Patil, Hoong-Kun Fun, I.A.Razak, S.M.Dharmaprakash|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o1466|doi:10.1107/S1600536806009263
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/ccn9rzn
title: CCDC 605212: Experimental Crystal Structure Determination

description: Related Article: Yun-Bo Jiang, Hui-Zhong Kou, Ru-Ji Wang, Ai-Li Cui|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|m804|doi:10.1107/S1600536806008427
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/ccn9s0q
title: CCDC 605213: Experimental Crystal Structure Determination

description: Related Article: Sai-Feng Pei, Cui-Rong Sun, Mao-Lin Hu, Yuan-Jiang Pan|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o1414|doi:10.1107/S1600536806008713
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/ccn9s1r
title: CCDC 605214: Experimental Crystal Structure Determination

description: Related Article: Ping-Hsin Huang, Jiun-Yi Shen, Tai-Hsiang Huang, Yuh-Sheng Wen, Kwa-Nan Lu|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o1358|doi:10.1107/S1600536806008439
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/ccn9s2s
title: CCDC 605215: Experimental Crystal Structure Determination

description: Related Article: Ping-Hsin Huang, Tai-Hsiang Huang, Jiun-Yi Shen, Yuh-Sheng Wen|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o1317|doi:10.1107/S1600536806008087
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/ccn9s4v
title: CCDC 605217: Experimental Crystal Structure Determination

description: Related Article: Jian-Fu Xu, Ping Chen, Rubin Zhuang, Chang-Cang Huang, Han-Hui Zhang|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|m763|doi:10.1107/S1600536806008476
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/ccn9s5w
title: CCDC 605218: Experimental Crystal Structure Determination

description: Related Article: Li-Fang Jiang, Zun-Xing Huang, Jia-Hong Chen|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|m799|doi:10.1107/S1600536806008348
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/ccn9s6x
title: CCDC 605219: Experimental Crystal Structure Determination

description: Related Article: Mingtian Li, Ruisong Yang|2011|Guangdong Huagong|38|85|
description: Related Article: Mingtian Li, Xucheng Fu, Chenggang Wang|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|m865|doi:10.1107/S1600536806010269
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/ccn9s7y
title: CCDC 605220: Experimental Crystal Structure Determination

description: Related Article: W.T.A.Harrison, S.L.Gaonkar, H.G.Anilkumar, H.S.Yathirajan|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o1534|doi:10.1107/S1600536806009810
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/ccnf26b
title: CCDC 608381: Experimental Crystal Structure Determination

description: Related Article: Wei-Ping Chi, Meng Zhang, Hong Wang|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|m1134|doi:10.1107/S1600536806014553
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/ccnf27c
title: CCDC 608382: Experimental Crystal Structure Determination

description: Related Article: K.A.Nielsen, A.D.Bond, J.O.Jeppesen|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o1702|doi:10.1107/S1600536806011482
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.