cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.23812830.v43
title: Development of global monthly dataset of CMIP6 climate variables for estimating evapotranspiratio

description: Regridding Global CMIP6 GCMs dataset(0.5 degree)Historical dataset:14 CMIP6 GCMs (1850-2014)Future dataset: 14CMIP6 GCMs and 4 SSP scenarios (2015-2100)Composition of dataset: Average temperature, Maximum temperature, Minimum temperature, Windspeed, Relative humidity, Solar radiationIf you are using our codes and dataset, please use the following references:Song, Y.H., Chung, E.S., Shahid, S., Kim, Y.J., Kim, D.K. 2023. Development of global monthly dataset of CMIP6 climate variables for estimating evapotranspiration. Scientific Data.<br>
DOI: 10.5281/zenodo.8210444
title: Accurate TCR-pMHC Interaction Prediction using BERT-based Transfer Learning

description: The training and test datasets for the TABR-BERT. For the complete training and testing code of TABR-BERT, see Freshwind-Bioinformatics/TABR-BERT: TABR-BERT: an Accurate and Robust BERT-based Transfer Learning Model for TCR-pMHC Interaction Prediction (github.com).
DOI: 10.5281/zenodo.8210445
title: Accurate TCR-pMHC Interaction Prediction using BERT-based Transfer Learning

description: The training and test datasets for the TABR-BERT. For the complete training and testing code of TABR-BERT, see Freshwind-Bioinformatics/TABR-BERT: TABR-BERT: an Accurate and Robust BERT-based Transfer Learning Model for TCR-pMHC Interaction Prediction (github.com).
DOI: 10.5281/zenodo.8210593
title: Accurate TCR-pMHC Interaction Prediction using BERT-based Transfer Learning

description: The training and test datasets for the TABR-BERT. For the complete training and testing code of TABR-BERT, see Freshwind-Bioinformatics/TABR-BERT: TABR-BERT: an Accurate and Robust BERT-based Transfer Learning Model for TCR-pMHC Interaction Prediction (github.com).
DOI: 10.5281/zenodo.8213256
title: Accurate TCR-pMHC Interaction Prediction using BERT-based Transfer Learning

description: The training and test datasets for the TABR-BERT. For the complete training and testing code of TABR-BERT, see Freshwind-Bioinformatics/TABR-BERT: TABR-BERT: an Accurate and Robust BERT-based Transfer Learning Model for TCR-pMHC Interaction Prediction (github.com).
DOI: 10.25952/x81j-hf51
title: The ecology and conservation of the spotted-tailed quoll (Dasyurus maculatus) in a fragmented landscape within the Hunter Valley region of Australia - Dataset

description: The ecology of endangered spotted-tailed quolls is poorly understood in fragmented landscapes. Using camera-traps, I determined quoll density, assessed habitat use and investigated their interactions with sympatric foxes. Additionally, I used quoll DNA to explore genetic structure and connectivity. I found that quoll densities in a fragmented site were similar to a nearby intact site. I also determined that quoll habitat use in a fragmented landscape was flexible, and that quolls did not separate their spatial or temporal activity from foxes. Furthermore, quolls in the fragmented site were genetically similar to the intact site, and likely exist within a metapopulation. This research reveals important information about quolls that can benefit their conservation in fragmented landscapes.
description: The ecology of endangered spotted-tailed quolls is poorly understood in fragmented landscapes. Using camera-traps, I determined quoll density, assessed habitat use and investigated their interactions with sympatric foxes. Additionally, I used quoll DNA to explore genetic structure and connectivity. I found that quoll densities in a fragmented site were similar to a nearby intact site. I also determined that quoll habitat use in a fragmented landscape was flexible, and that quolls did not separate their spatial or temporal activity from foxes. Furthermore, quolls in the fragmented site were genetically similar to the intact site, and likely exist within a metapopulation. This research reveals important information about quolls that can benefit their conservation in fragmented landscapes.
DOI: 10.5281/zenodo.8213977
title: Test assumptions in the statistical analysis performed

description: Test assumptions in the statistical analysis performed.
DOI: 10.5281/zenodo.8213976
title: Test assumptions in the statistical analysis performed

description: Test assumptions in the statistical analysis performed.
DOI: 10.5281/zenodo.8213226
title: Reversible image enhancement processing via hybrid quantum algorithms

description: In order to solve the problems of pixel distortion, image clarity, and detail reduction during reversible image enhancement processing, a reversible image enhancement method with a hybrid quantum algorithm is proposed. Based on classical image processing technology, the algorithm first extracts the feature information of the original image and converts the classical image into a quantum image form by qubit encoding. Then the image enhancement is initially realized by Quantum Fourier transform. Finally, in order to avoid the loss and destruction of information, the Quantum Fourier inverse transform is used to reverse the processing of the image. Compared with the traditional image enhancement method, this method has better reversibility and fidelity and can take advantage of quantum parallel computing to improve image processing efficiency.
DOI: 10.5281/zenodo.8213225
title: Reversible image enhancement processing via hybrid quantum algorithms

description: In order to solve the problems of pixel distortion, image clarity, and detail reduction during reversible image enhancement processing, a reversible image enhancement method with a hybrid quantum algorithm is proposed. Based on classical image processing technology, the algorithm first extracts the feature information of the original image and converts the classical image into a quantum image form by qubit encoding. Then the image enhancement is initially realized by Quantum Fourier transform. Finally, in order to avoid the loss and destruction of information, the Quantum Fourier inverse transform is used to reverse the processing of the image. Compared with the traditional image enhancement method, this method has better reversibility and fidelity and can take advantage of quantum parallel computing to improve image processing efficiency.
DOI: 10.6084/m9.figshare.22256342
title: Binding organophosphate pesticides to acetylcholinesterase: risk assessment using the Monte Carlo method

description: Binding to acetylcholinesterase (AChE k1) may cause toxic effects in humans. Organophosphates simultaneously are both dangerous and useful substances. Dangerous since they are employed in chemical warfare and useful when they are applied as pesticides. Here, we suggest the models for organophosphates binding to AChE k1 developed via representing the molecular structure by a simplified molecular input-line entry system using so-called optimal descriptors calculated with the Monte Carlo technique using the Correlation and Logic (CORAL) free software available on the Internet (http://www.insilico.eu/coral). Quantitative structure-activity relationships (QSARs) serve to develop predictive models for organophosphates. The predictive potential of these models is quite good: the determination coefficient for the validation set ranged from 0.87 to 0.90. These models were built up according to the principle ‘QSARs is a random event’, that is, predictive potential of an approach should be checked up with several splits of available data into the training and test sets. The special scheme of mechanistic interpretation definition is represented. The mechanistic interpretation is based on probabilities of molecular features to be in the sub-group of promoters of increase for endpoint or in sub-group of promoters of it is decrease.
DOI: 10.6084/m9.figshare.22256342.v1
title: Binding organophosphate pesticides to acetylcholinesterase: risk assessment using the Monte Carlo method

description: Binding to acetylcholinesterase (AChE k1) may cause toxic effects in humans. Organophosphates simultaneously are both dangerous and useful substances. Dangerous since they are employed in chemical warfare and useful when they are applied as pesticides. Here, we suggest the models for organophosphates binding to AChE k1 developed via representing the molecular structure by a simplified molecular input-line entry system using so-called optimal descriptors calculated with the Monte Carlo technique using the Correlation and Logic (CORAL) free software available on the Internet (http://www.insilico.eu/coral). Quantitative structure-activity relationships (QSARs) serve to develop predictive models for organophosphates. The predictive potential of these models is quite good: the determination coefficient for the validation set ranged from 0.87 to 0.90. These models were built up according to the principle ‘QSARs is a random event’, that is, predictive potential of an approach should be checked up with several splits of available data into the training and test sets. The special scheme of mechanistic interpretation definition is represented. The mechanistic interpretation is based on probabilities of molecular features to be in the sub-group of promoters of increase for endpoint or in sub-group of promoters of it is decrease.
DOI: 10.48366/r604089
title: Multispectral Remote Sensing for Crop Classification

description: Multispectral remote sensing is of great significance for crop classification in agriculture and land use management. It offers a range of benefits and advantages that make it an essential tool for monitoring and managing crops. This comparison gives an overview of major multispectral remote sensing datasets in classifying different types of crops over the world. This will be helpful for young researchers.
DOI: 10.57745/k9wfb2
title: README.md

description: :unav
DOI: 10.57745/r3egou
title: LoV-GFT.zip

description: Archive that contains the data and programs to replicate the results
DOI: 10.48579/pro/cv9nxc/74pzv0
title: README.txt

description: :unav
DOI: 10.48579/pro/cv9nxc/3u26ro
title: RHF1S001-003_2023-07.tab
DOI: 10.48579/pro/cv9nxc/cekwwl
title: RHF1S001-001_2023-07.tab
DOI: 10.48579/pro/cv9nxc/lfnc47
title: RHF1S001-004_2023-07.tab
DOI: 10.48579/pro/cv9nxc/qflkxr
title: RHF1S001-005_2023-07.tab
DOI: 10.48579/pro/cv9nxc/rwtafl
title: RHF1S001-006_2023-07.tab
DOI: 10.48579/pro/cv9nxc/tezwdq
title: RHF1S001-007_2023-07.tab
DOI: 10.48579/pro/cv9nxc/18qj16
title: RHF1S001-009_2023-07.tab
DOI: 10.48579/pro/cv9nxc/bghqzi
title: RHF1S001-008_2023-07.tab
DOI: 10.48579/pro/cv9nxc/lbwzuo
title: RHF1S001-010_2023-07.tab
DOI: 10.48579/pro/cv9nxc/idg4ny
title: RHF1S001-002_2023-07.tab
DOI: 10.48579/pro/cv9nxc/5fcjrt
title: r_RHF1S001-003_2023-07.tab
DOI: 10.48579/pro/cv9nxc/wq0d44
title: r_RHF1S001-001_2023-07.tab
DOI: 10.48579/pro/cv9nxc/4v2zoe
title: r_RHF1S001-005_2023-07.tab
DOI: 10.48579/pro/cv9nxc/8xomxh
title: r_RHF1S001-006_2023-07.tab
DOI: 10.48579/pro/cv9nxc/9cz2nv
title: r_RHF1S001-008_2023-07.tab
DOI: 10.48579/pro/cv9nxc/evswvu
title: r_RHF1S001-010_2023-07.tab
DOI: 10.48579/pro/cv9nxc/npxc0w
title: r_RHF1S001-004_2023-07.tab
DOI: 10.48579/pro/cv9nxc/3qeuha
title: r_RHF1S001-007_2023-07.tab
DOI: 10.48579/pro/cv9nxc/xblvtj
title: r_RHF1S001-009_2023-07.tab
DOI: 10.48579/pro/cv9nxc/jvnozu
title: r_RHF1S001-002_2023-07.tab
DOI: 10.48579/pro/cv9nxc/8nmaou
title: r_RHF1S001-005_2023-08.tab
DOI: 10.48579/pro/cv9nxc/btqe0g
title: r_RHF1S001-001_2023-08.tab
DOI: 10.48579/pro/cv9nxc/guy4zh
title: r_RHF1S001-007_2023-08.tab
DOI: 10.48579/pro/cv9nxc/zvnfcx
title: r_RHF1S001-010_2023-08.tab
DOI: 10.6084/m9.figshare.23850783
title: Supplementary Material for: Level of inferior mesenteric artery ligation in sigmoid colon and rectal cancer surgery: analysis of apical lymph node metastasis and recurrence

description: Introduction: Whether high or low ligation of the inferior mesenteric artery (IMA) is optimal for treating sigmoid colon and rectal cancers is controversial. The present study aimed to compare outcomes of high and low ligation of the IMA and determine the adequate extent of IMA lymph node dissection. Methods: Subjects were 455 consecutive stage I-III colorectal cancer patients who underwent curative surgery between 2011 and 2019. We assessed the association between the level of IMA ligation and overall survival and recurrence-free survival (RFS) by using propensity score matching analysis. Clinicopathological features of IMA lymph node metastasis and recurrence patterns were analyzed. Results: After propensity score matching, the low ligation group had a significantly worse prognosis than that of the high ligation group for RFS (P=0.039). Positive IMA lymph nodes were associated with pathological T3 or T4 stage and N2 stage. IMA lymph node recurrences in the high ligation group occurred at the left and superior sides of the IMA root. In contrast, all recurrences in the low ligation group occurred at the left colic artery bifurcation. Conclusion: High ligation of IMA is oncologically safe. However, even with high ligation, care must be taken to ensure adequate lymph node dissection.
DOI: 10.6084/m9.figshare.23850783.v1
title: Supplementary Material for: Level of inferior mesenteric artery ligation in sigmoid colon and rectal cancer surgery: analysis of apical lymph node metastasis and recurrence

description: Introduction: Whether high or low ligation of the inferior mesenteric artery (IMA) is optimal for treating sigmoid colon and rectal cancers is controversial. The present study aimed to compare outcomes of high and low ligation of the IMA and determine the adequate extent of IMA lymph node dissection. Methods: Subjects were 455 consecutive stage I-III colorectal cancer patients who underwent curative surgery between 2011 and 2019. We assessed the association between the level of IMA ligation and overall survival and recurrence-free survival (RFS) by using propensity score matching analysis. Clinicopathological features of IMA lymph node metastasis and recurrence patterns were analyzed. Results: After propensity score matching, the low ligation group had a significantly worse prognosis than that of the high ligation group for RFS (P=0.039). Positive IMA lymph nodes were associated with pathological T3 or T4 stage and N2 stage. IMA lymph node recurrences in the high ligation group occurred at the left and superior sides of the IMA root. In contrast, all recurrences in the low ligation group occurred at the left colic artery bifurcation. Conclusion: High ligation of IMA is oncologically safe. However, even with high ligation, care must be taken to ensure adequate lymph node dissection.
DOI: 10.5281/zenodo.8214033
title: [IO Islamic 1691] رقعات جامى

description: <strong>Ruḳa’ât-i-Jâmî.</strong> <strong>This manuscript is now IO Islamic 1387 in the India Office collections.</strong> <strong>[metadata:</strong> <strong>Hermann Ethé</strong><strong><em>, </em></strong><strong><em>Catalogue of Persian Manuscripts in the Library of the India Office,</em></strong> <strong>2 vols. (Oxford: India Office, 1903): volume 1,</strong> <strong>number 1691 here with notations and hyperlinks].</strong> 1387 Ruḳa’ât-i-Jâmî ( رقعات جامى). Jâmi’s standard-letters and specimens of refined prose-writings, beginning:بعد از انشاء صحائف ثنا و محمدت لله الذى انزل على عبده الكتاب الخ ; see Bodleian Cat., No. 894, 35; No. 895, 35; No. 896, 20; and No. 965; G. Flügel i. pp. 264 and 265, and iii. p. 542; Cat. des MSS. et Xylographes, p. 371, No. 7. These letters have been edited in the ‘Selections for the Use of the Students of the Persian Class,’ vol. vi, Calcutta, 1811. This collection also bears the title of منشئات جامى, انشاء جامى, and sometime ديوان الرسائل. The present copy, which contains a great number of interlinear glosses and paraphrases, is dated the 12th of Dhû-alḳa’dah, A.H. 1039 (A.D. 1630, June 23). No. 1691, ff. 121, ll. 11; Nasta’lîḳ; size, 8<sup>5/8</sup> in. by 4<sup>7/8</sup> in.
DOI: 10.5281/zenodo.8214032
title: [IO Islamic 1691] رقعات جامى

description: <strong>Ruḳa’ât-i-Jâmî.</strong> <strong>This manuscript is now IO Islamic 1387 in the India Office collections.</strong> <strong>[metadata:</strong> <strong>Hermann Ethé</strong><strong><em>, </em></strong><strong><em>Catalogue of Persian Manuscripts in the Library of the India Office,</em></strong> <strong>2 vols. (Oxford: India Office, 1903): volume 1,</strong> <strong>number 1691 here with notations and hyperlinks].</strong> 1387 Ruḳa’ât-i-Jâmî ( رقعات جامى). Jâmi’s standard-letters and specimens of refined prose-writings, beginning:بعد از انشاء صحائف ثنا و محمدت لله الذى انزل على عبده الكتاب الخ ; see Bodleian Cat., No. 894, 35; No. 895, 35; No. 896, 20; and No. 965; G. Flügel i. pp. 264 and 265, and iii. p. 542; Cat. des MSS. et Xylographes, p. 371, No. 7. These letters have been edited in the ‘Selections for the Use of the Students of the Persian Class,’ vol. vi, Calcutta, 1811. This collection also bears the title of منشئات جامى, انشاء جامى, and sometime ديوان الرسائل. The present copy, which contains a great number of interlinear glosses and paraphrases, is dated the 12th of Dhû-alḳa’dah, A.H. 1039 (A.D. 1630, June 23). No. 1691, ff. 121, ll. 11; Nasta’lîḳ; size, 8<sup>5/8</sup> in. by 4<sup>7/8</sup> in.
DOI: 10.5281/zenodo.8206887
title: Data_Xiaomi-Mi-8

description: Material from the experiments of the Xiaomi Mi 8
DOI: 10.5281/zenodo.8206886
title: Data_Xiaomi-Mi-8

description: Material from the experiments of the Xiaomi Mi 8
DOI: 10.5281/zenodo.8214043
title: [IO Islamic 497] رقعات جامى

description: <strong>Ruḳa’ât-i-Jâmî.</strong> <strong>This manuscript is now IO Islamic 1388 in the India Office collections.</strong> <strong>[metadata:</strong> <strong>Hermann Ethé</strong><strong><em>, </em></strong><strong><em>Catalogue of Persian Manuscripts in the Library of the India Office,</em></strong> <strong>2 vols. (Oxford: India Office, 1903): volume 1,</strong> <strong>number 497 here with notations and hyperlinks].</strong> 1388 A slightly defective copy of the same. This copy begins abruptly with the last words of the introduction: ... داده آمد شايد كه بدين وسيله بر خاطر الخ, corresponding to fol. 2<sup>a</sup>, l. 4 in the preceding copy. Dated the 24th of Jumâdâ-alawaal in the 48th year of ‘Âlamgîr’s reign (=A.H. 1116, A.D. 1704, Sept, 24), by ‘Abd-alnabî ibn Shaikh Ibrâhîm bin Muḥammad Murâd. Some pages slightly injured. No. 497, ff. 85, ll. 14-15; Nasta’lîḳ; size, 8 in. by 5<sup>1/8</sup> in.
DOI: 10.5281/zenodo.8214042
title: [IO Islamic 497] رقعات جامى

description: <strong>Ruḳa’ât-i-Jâmî.</strong> <strong>This manuscript is now IO Islamic 1388 in the India Office collections.</strong> <strong>[metadata:</strong> <strong>Hermann Ethé</strong><strong><em>, </em></strong><strong><em>Catalogue of Persian Manuscripts in the Library of the India Office,</em></strong> <strong>2 vols. (Oxford: India Office, 1903): volume 1,</strong> <strong>number 497 here with notations and hyperlinks].</strong> 1388 A slightly defective copy of the same. This copy begins abruptly with the last words of the introduction: ... داده آمد شايد كه بدين وسيله بر خاطر الخ, corresponding to fol. 2<sup>a</sup>, l. 4 in the preceding copy. Dated the 24th of Jumâdâ-alawaal in the 48th year of ‘Âlamgîr’s reign (=A.H. 1116, A.D. 1704, Sept, 24), by ‘Abd-alnabî ibn Shaikh Ibrâhîm bin Muḥammad Murâd. Some pages slightly injured. No. 497, ff. 85, ll. 14-15; Nasta’lîḳ; size, 8 in. by 5<sup>1/8</sup> in.
DOI: 10.5281/zenodo.8213463
title: Dataset for REMaQE

description: <strong>Dataset for REMaQE</strong> Each generated equation is present in its own folder in one of the `batch*` folders.<br> The `valid.list` lists all 9,726 valid generated equations. For each equation, the files present are: `c_accuracy.json`: equivalence match results `c_bin.diss`: C binary disassembly `c_bin.elf`: C binary `c_build.log`: C build log `c_reversed.json`: REMaQE reversed result of C binary `code.c`: C code `error.log`: Error log `expressions.json`: Generated math equations `simplified.json`: Simplified math equations `simulink.mdl`: Simulink model `simulink_accuracy.json`: Simulink equivalence match results `simulink_bin.diss`: Simulink binary disassembly `simulink_bin.elf`: Simulink binary `simulink_build/`: Simulink build directory `simulink_reversed.json`: REMaQE reversed result of Simulink binary The `summary.json` file contains data about all the equations like number of ops, execution time, etc. <strong>Build</strong> The `build_c.sh` and `build_simulink.sh` scripts build the binaries. <strong>Schema</strong> The JSON schema of each generated file. <pre><code>"expressions.json": { "inputs": [&lt;input-names&gt;], "outputs": [&lt;output-names&gt;], "constants": { &lt;constant-name&gt;: &lt;value&gt; }, "expressions": { &lt;block-name&gt;: &lt;block-expression&gt; } } "simplified.json": { &lt;output-name&gt;: { "simplified": &lt;expression&gt;, "good": &lt;true/false&gt;, "error": &lt;error-msg&gt; }, &lt;next-output&gt;... } "*_reversed.json": { "inputs": { &lt;input-name&gt;: &lt;storage-desc&gt;, ... }, "outputs": { &lt;output-name&gt;: { "storage": &lt;storage-desc&gt;, "expression": &lt;output-expression&gt;, "simplified": &lt;simplified-expression&gt;, "parsed": &lt;true/false&gt;, "error": &lt;error-msg&gt; }, ... }, "constants": { &lt;constant-name&gt;: { "storage": &lt;storage-desc&gt;, "value": &lt;value&gt; } } } "accuracy.json": { "matched": &lt;true/false - aggregate&gt;, "error": &lt;error-msg&gt;, &lt;rev_output&gt;: { &lt;gt_output&gt;: { "matched": &lt;true/false&gt;, "mismatches": [&lt;list of mismatches&gt;], "symbol_map": { &lt;rev_input&gt;: &lt;gt_input&gt;, ... } } }, &lt;next rev_output&gt;... }</code></pre>
DOI: 10.5281/zenodo.8213462
title: Dataset for REMaQE

description: <strong>Dataset for REMaQE</strong> Each generated equation is present in its own folder in one of the `batch*` folders.<br> The `valid.list` lists all 9,726 valid generated equations. For each equation, the files present are: `c_accuracy.json`: equivalence match results `c_bin.diss`: C binary disassembly `c_bin.elf`: C binary `c_build.log`: C build log `c_reversed.json`: REMaQE reversed result of C binary `code.c`: C code `error.log`: Error log `expressions.json`: Generated math equations `simplified.json`: Simplified math equations `simulink.mdl`: Simulink model `simulink_accuracy.json`: Simulink equivalence match results `simulink_bin.diss`: Simulink binary disassembly `simulink_bin.elf`: Simulink binary `simulink_build/`: Simulink build directory `simulink_reversed.json`: REMaQE reversed result of Simulink binary The `summary.json` file contains data about all the equations like number of ops, execution time, etc. <strong>Build</strong> The `build_c.sh` and `build_simulink.sh` scripts build the binaries. <strong>Schema</strong> The JSON schema of each generated file. <pre><code>"expressions.json": { "inputs": [&lt;input-names&gt;], "outputs": [&lt;output-names&gt;], "constants": { &lt;constant-name&gt;: &lt;value&gt; }, "expressions": { &lt;block-name&gt;: &lt;block-expression&gt; } } "simplified.json": { &lt;output-name&gt;: { "simplified": &lt;expression&gt;, "good": &lt;true/false&gt;, "error": &lt;error-msg&gt; }, &lt;next-output&gt;... } "*_reversed.json": { "inputs": { &lt;input-name&gt;: &lt;storage-desc&gt;, ... }, "outputs": { &lt;output-name&gt;: { "storage": &lt;storage-desc&gt;, "expression": &lt;output-expression&gt;, "simplified": &lt;simplified-expression&gt;, "parsed": &lt;true/false&gt;, "error": &lt;error-msg&gt; }, ... }, "constants": { &lt;constant-name&gt;: { "storage": &lt;storage-desc&gt;, "value": &lt;value&gt; } } } "accuracy.json": { "matched": &lt;true/false - aggregate&gt;, "error": &lt;error-msg&gt;, &lt;rev_output&gt;: { &lt;gt_output&gt;: { "matched": &lt;true/false&gt;, "mismatches": [&lt;list of mismatches&gt;], "symbol_map": { &lt;rev_input&gt;: &lt;gt_input&gt;, ... } } }, &lt;next rev_output&gt;... }</code></pre>