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Article ; Online: Discovering Optimal Triplets for Assessing the Uncertainties of Satellite-Derived Evapotranspiration Products

Yan He / Chen Wang / Jinghao Hu / Huihui Mao / Zheng Duan / Cixiao Qu / Runkui Li / Mingyu Wang / Xianfeng Song

Remote Sensing, Vol 15, Iss 3215, p

2023 Volume 3215

Abstract: Information relating to errors in evapotranspiration (ET) products, including satellite-derived ET products, is critical to their application but often challenging to obtain, with a limited number of flux towers available for the sufficient validation of ...

Abstract	Information relating to errors in evapotranspiration (ET) products, including satellite-derived ET products, is critical to their application but often challenging to obtain, with a limited number of flux towers available for the sufficient validation of measurements. Triple collocation (TC) methods can assess the inherent uncertainties of the above ET products using just three independent variables as a triplet input. However, both the severity with which the variables in the triplet violate the assumptions of zero error correlations and the corresponding impact on the error estimation are unknown. This study proposed a cross-correlation analysis approach to discover the optimal triplet of satellite-derived ET products with regard to providing the most reliable error estimation. All possible triple collocation solutions for the same product were first evaluated by the extended triple collocation (ETC), among which the optimum was selected based on the correlation between ETC-based and in-situ-based error metrics, and correspondingly, a statistic experiment based on ranked triplets demonstrated how the optimal triplet was valid for all pixels of the product. Six popular products (MOD16, PML_V2, GLASS, SSEBop, ERA5, and GLEAM) that were produced between 2003 to 2018 and which cover China’s mainland were chosen for the experiment, in which the error estimates were compared with measurements from 23 in-situ flux towers. The findings suggest that (1) there exists an optimal triplet in which a product as an input of TC with other collocating inputs together violate TC assumptions the least; (2) the error characteristics of the six ET products varied significantly across China, with GLASS performing the best (median error: 0.1 mm/day), followed by GLEAM, ERA5, and MOD16 (median errors below 0.2 mm/day), while PML_V2 and SSEBop had slightly higher median errors (0.24 mm/day and 0.27 mm/day, respectively); and (3) removing seasonal variations in ET signals has a substantial impact on enhancing the accuracy of error ...
Keywords	satellite-derived evapotranspiration products ; error assessment ; extended triple collocation ; cross-correlation analysis ; optimal triplet ; Science ; Q
Language	English
Publishing date	2023-06-01T00:00:00Z
Publisher	MDPI AG
Document type	Article ; Online
Database	BASE - Bielefeld Academic Search Engine (life sciences selection)

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Article: Bioinformatics analysis of the potential regulatory mechanisms of renal fibrosis and the screening and identification of factors related to human renal fibrosis.

Wang, Cixiao / Wu, Shaobo / Li, Jiang / Ma, Yuexian / Huang, Youqun / Fang, Na

Translational andrology and urology

2022 Volume 11, Issue 6, Page(s) 859–866

Abstract: Background: This paper aimed to identify the key genes and potential mechanisms of renal fibrosis, and provide methods of evaluation and new ideas for the early diagnosis and treatment of renal fibrosis.: Methods: The GSE102515 dataset was searched ... ...

Abstract	Background: This paper aimed to identify the key genes and potential mechanisms of renal fibrosis, and provide methods of evaluation and new ideas for the early diagnosis and treatment of renal fibrosis. Methods: The GSE102515 dataset was searched from the Gene Expression Omnibus (GEO) database was searched, the differential genes were screened out, and the down-regulated and up-regulated genes were identified. Enrichment analysis of differential genes in the development of renal fibrosis was carried out using the DAVID database, differential genes were analyzed using the STRING database, and Cytoscape software was used for visual processing. Results: Eighteen up-regulated genes and ten down-regulated genes were screened. Differential genes are mainly involved in the integrin-mediated signaling pathway and mitotic sister chromatid binding, etc. We found that the molecular functions (MFs) of the differential genes are phospholipid binding and regulatory region DNA binding, etc. Moreover, the cellular components (CCs) of the differential genes are mainly related to low-density lipoprotein (LDL) particles and nuclei. Screening revealed that Conclusions: In this study, the differential genes in the occurrence of renal fibrosis were screened out via dataset analysis. It was found that
Language	English
Publishing date	2022-07-04
Publishing country	China
Document type	Journal Article
ZDB-ID	2851630-8
ISSN	2223-4691 ; 2223-4691 ; 2223-4683
ISSN (online)	2223-4691
ISSN	2223-4691 ; 2223-4683
DOI	10.21037/tau-22-366
Database	MEDical Literature Analysis and Retrieval System OnLINE

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Article ; Online: Association between medical students’ prior experiences and perceptions of formal online education developed in response to COVID-19

Cixiao Wang / A’na Xie / Weimin Wang / Hongbin Wu

BMJ Open, Vol 10, Iss

a cross-sectional study in China

2020 Volume 10

Abstract: Objectives (1) Understanding the characteristics of online learning experiences of Chinese undergraduate medical students; (2) Investigating students’ perceptions of ongoing online education developed in response to COVID-19 and (3) Exploring how prior ... ...

Abstract	Objectives (1) Understanding the characteristics of online learning experiences of Chinese undergraduate medical students; (2) Investigating students’ perceptions of ongoing online education developed in response to COVID-19 and (3) Exploring how prior online learning experiences are associated with students’ perceptions.Design Students’ familiarity with online learning modes and corresponding perceived usefulness (PU) according to their previous experiences were investigated using an online survey. The survey also collected data on students’ perceptions through their evaluation of and satisfaction with current online learning.Setting In response to the educational challenges created by COVID-19, medical schools in China have adopted formal online courses for students.Participants The questionnaire was sent to 225 329 students, of whom 52.38% (118 080/225 329) replied, with valid data available for 44.18% (99 559/225 329).Methods Pearson correlations and t-tests were used to examine the relationship between familiarity and PU. Multiple linear regression and logistic regression analyses were used to determine the impact of prior learning experiences and its interactions with gender, area, learning phase and academic performance on students’ perceptions.Results Students’ PU had a significant positive correlation with their familiarity with online learning modes (p<0.01). Students’ evaluation of and satisfaction with their current online education were positively associated with their familiarity (β=0.46, 95% CI 0.45 to 0.48, p<0.01; OR 1.14, 95% CI 1.13 to 1.14, p<0.01) with and PU (β=3.11, 95% CI 2.92 to 3.30, p<0.01; OR 2.55, 95% CI 2.37 to 2.75, p<0.01) of online learning. Moreover, the higher the students’ learning phases, the lower the associations between PU and students’ evaluation of and satisfaction with ongoing online education.Conclusions Medical students in China have experiences with various online learning modes. Prior learning experiences are positively associated with students’ ...
Keywords	Medicine ; R
Subject code	370 ; 028
Language	English
Publishing date	2020-10-01T00:00:00Z
Publisher	BMJ Publishing Group
Document type	Article ; Online
Database	BASE - Bielefeld Academic Search Engine (life sciences selection)

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Article ; Online: Association between medical students' prior experiences and perceptions of formal online education developed in response to COVID-19: a cross-sectional study in China.

Wang, Cixiao / Xie, A'na / Wang, Weimin / Wu, Hongbin

BMJ open

2020 Volume 10, Issue 10, Page(s) e041886

Abstract: Objectives: (1) Understanding the characteristics of online learning experiences of Chinese undergraduate medical students; (2) Investigating students' perceptions of ongoing online education developed in response to COVID-19 and (3) Exploring how prior ...

Abstract	Objectives: (1) Understanding the characteristics of online learning experiences of Chinese undergraduate medical students; (2) Investigating students' perceptions of ongoing online education developed in response to COVID-19 and (3) Exploring how prior online learning experiences are associated with students' perceptions. Design: Students' familiarity with online learning modes and corresponding perceived usefulness (PU) according to their previous experiences were investigated using an online survey. The survey also collected data on students' perceptions through their evaluation of and satisfaction with current online learning. Setting: In response to the educational challenges created by COVID-19, medical schools in China have adopted formal online courses for students. Participants: The questionnaire was sent to 225 329 students, of whom 52.38% (118 080/225 329) replied, with valid data available for 44.18% (99 559/225 329). Methods: Pearson correlations and t-tests were used to examine the relationship between familiarity and PU. Multiple linear regression and logistic regression analyses were used to determine the impact of prior learning experiences and its interactions with gender, area, learning phase and academic performance on students' perceptions. Results: Students' PU had a significant positive correlation with their familiarity with online learning modes (p<0.01). Students' evaluation of and satisfaction with their current online education were positively associated with their familiarity (β=0.46, 95% CI 0.45 to 0.48, p<0.01; OR 1.14, 95% CI 1.13 to 1.14, p<0.01) with and PU (β=3.11, 95% CI 2.92 to 3.30, p<0.01; OR 2.55, 95% CI 2.37 to 2.75, p<0.01) of online learning. Moreover, the higher the students' learning phases, the lower the associations between PU and students' evaluation of and satisfaction with ongoing online education. Conclusions: Medical students in China have experiences with various online learning modes. Prior learning experiences are positively associated with students' evaluation of and satisfaction with current online education. Higher learning phases, in which clinical practices are crucial, and high academic performance led to lower evaluation and satisfaction scores.
MeSH term(s)	Betacoronavirus ; COVID-19 ; China ; Coronavirus Infections/epidemiology ; Coronavirus Infections/prevention & control ; Education, Distance/methods ; Education, Medical, Undergraduate/organization & administration ; Education, Medical, Undergraduate/trends ; Female ; Humans ; Male ; Models, Educational ; Models, Organizational ; Needs Assessment ; Pandemics/prevention & control ; Pneumonia, Viral/epidemiology ; Pneumonia, Viral/prevention & control ; Qualitative Research ; SARS-CoV-2 ; Social Perception ; Students, Medical/psychology ; Young Adult
Keywords	covid19
Language	English
Publishing date	2020-10-29
Publishing country	England
Document type	Journal Article ; Research Support, Non-U.S. Gov't
ZDB-ID	2599832-8
ISSN	2044-6055 ; 2044-6055
ISSN (online)	2044-6055
ISSN	2044-6055
DOI	10.1136/bmjopen-2020-041886
Database	MEDical Literature Analysis and Retrieval System OnLINE

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Article ; Online: Co-expression of IL-7 and PH20 promote anti-GPC3 CAR-T tumour suppressor activity in vivo and in vitro.

Xiong, Xingcheng / Xi, Juanli / Liu, Qian / Wang, Cixiao / Jiang, Zeyou / Yue, Su-Yang / Shi, Lei / Rong, Yuping

Liver international : official journal of the International Association for the Study of the Liver

2021 Volume 41, Issue 5, Page(s) 1033–1043

Abstract: Background: While CAR-T therapy has successfully treated haematological malignancies, it has proved sub-optimal for solid tumours. The main limitation is the inability of CAR-T cells to infiltrate and then proliferate within tumours.: Method: We co- ... ...

Abstract	Background: While CAR-T therapy has successfully treated haematological malignancies, it has proved sub-optimal for solid tumours. The main limitation is the inability of CAR-T cells to infiltrate and then proliferate within tumours. Method: We co-expressed IL-7 and PH20, a type of hyaluronidase, with CAR targeting GPC3 (G3CAR-7 × 20). We test the anti-tumour ability in vitro and in vivo. Moreover the capacity of infiltration and proliferation of G3CAR-7 × 20 was measured. Result: We found (G3CAR-7 × 20) exhibited better proliferation in vivo and in vitro than G3CAR, reduced the level of apoptosis after stimulation by tumour cells, and maintained the memory phenotype of CAR-T cells. G3CAR-7 × 20 also increased the ability of CAR-T cells to infiltrate tumour tissue. Conclusion: co-expressed IL-7 and PH20 may significantly enhance the efficacy of targeted GPC3 CAR-T cells in solid tumours treatment.
MeSH term(s)	Animals ; Cell Adhesion Molecules/metabolism ; Cell Line, Tumor ; Glypicans ; Humans ; Hyaluronoglucosaminidase/metabolism ; Immunotherapy, Adoptive ; Interleukin-7/metabolism ; Male ; Mice ; Neoplasms/therapy ; Receptors, Chimeric Antigen ; Xenograft Model Antitumor Assays
Chemical Substances	Cell Adhesion Molecules ; GPC3 protein, human ; Glypicans ; Interleukin-7 ; Receptors, Chimeric Antigen ; Hyaluronoglucosaminidase (EC 3.2.1.35) ; hyaluronidase PH-20 (EC 3.2.1.35)
Language	English
Publishing date	2021-01-07
Publishing country	United States
Document type	Journal Article
ZDB-ID	2102783-3
ISSN	1478-3231 ; 1478-3223
ISSN (online)	1478-3231
ISSN	1478-3223
DOI	10.1111/liv.14771
Database	MEDical Literature Analysis and Retrieval System OnLINE

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Article: Association between medical students' prior experiences and perceptions of formal online education developed in response to COVID-19: a cross-sectional study in China

Wang, Cixiao / Xie, A039 / na, / Wang, Weimin / Wu, Hongbin

BMJ Open

Abstract: OBJECTIVES: (1) Understanding the characteristics of online learning experiences of Chinese undergraduate medical students; (2) Investigating students' perceptions of ongoing online education developed in response to COVID-19 and (3) Exploring how prior ... ...

Abstract	OBJECTIVES: (1) Understanding the characteristics of online learning experiences of Chinese undergraduate medical students; (2) Investigating students' perceptions of ongoing online education developed in response to COVID-19 and (3) Exploring how prior online learning experiences are associated with students' perceptions. DESIGN: Students' familiarity with online learning modes and corresponding perceived usefulness (PU) according to their previous experiences were investigated using an online survey. The survey also collected data on students' perceptions through their evaluation of and satisfaction with current online learning. SETTING: In response to the educational challenges created by COVID-19, medical schools in China have adopted formal online courses for students. PARTICIPANTS: The questionnaire was sent to 225 329 students, of whom 52.38% (118 080/225 329) replied, with valid data available for 44.18% (99 559/225 329). METHODS: Pearson correlations and t-tests were used to examine the relationship between familiarity and PU. Multiple linear regression and logistic regression analyses were used to determine the impact of prior learning experiences and its interactions with gender, area, learning phase and academic performance on students' perceptions. RESULTS: Students' PU had a significant positive correlation with their familiarity with online learning modes (p<0.01). Students' evaluation of and satisfaction with their current online education were positively associated with their familiarity (ß=0.46, 95% CI 0.45 to 0.48, p<0.01; OR 1.14, 95% CI 1.13 to 1.14, p<0.01) with and PU (ß=3.11, 95% CI 2.92 to 3.30, p<0.01; OR 2.55, 95% CI 2.37 to 2.75, p<0.01) of online learning. Moreover, the higher the students' learning phases, the lower the associations between PU and students' evaluation of and satisfaction with ongoing online education. CONCLUSIONS: Medical students in China have experiences with various online learning modes. Prior learning experiences are positively associated with students' evaluation of and satisfaction with current online education. Higher learning phases, in which clinical practices are crucial, and high academic performance led to lower evaluation and satisfaction scores.
Keywords	covid19
Publisher	WHO
Document type	Article
Note	WHO #Covidence: #894878
Database	COVID19

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Article ; Online: Association between medical students’ prior experiences and perceptions of formal online education developed in response to COVID-19

Wang, Cixiao / Xie, A’na / Wang, Weimin / Wu, Hongbin

BMJ Open

a cross-sectional study in China

2020 Volume 10, Issue 10, Page(s) e041886

Abstract	Objectives (1) Understanding the characteristics of online learning experiences of Chinese undergraduate medical students; (2) Investigating students’ perceptions of ongoing online education developed in response to COVID-19 and (3) Exploring how prior online learning experiences are associated with students’ perceptions. Design Students’ familiarity with online learning modes and corresponding perceived usefulness (PU) according to their previous experiences were investigated using an online survey. The survey also collected data on students’ perceptions through their evaluation of and satisfaction with current online learning. Setting In response to the educational challenges created by COVID-19, medical schools in China have adopted formal online courses for students. Participants The questionnaire was sent to 225 329 students, of whom 52.38% (118 080/225 329) replied, with valid data available for 44.18% (99 559/225 329). Methods Pearson correlations and t-tests were used to examine the relationship between familiarity and PU. Multiple linear regression and logistic regression analyses were used to determine the impact of prior learning experiences and its interactions with gender, area, learning phase and academic performance on students’ perceptions. Results Students’ PU had a significant positive correlation with their familiarity with online learning modes (p<0.01). Students’ evaluation of and satisfaction with their current online education were positively associated with their familiarity (β=0.46, 95% CI 0.45 to 0.48, p<0.01; OR 1.14, 95% CI 1.13 to 1.14, p<0.01) with and PU (β=3.11, 95% CI 2.92 to 3.30, p<0.01; OR 2.55, 95% CI 2.37 to 2.75, p<0.01) of online learning. Moreover, the higher the students’ learning phases, the lower the associations between PU and students’ evaluation of and satisfaction with ongoing online education. Conclusions Medical students in China have experiences with various online learning modes. Prior learning experiences are positively associated with students’ evaluation of and satisfaction with current online education. Higher learning phases, in which clinical practices are crucial, and high academic performance led to lower evaluation and satisfaction scores.
Keywords	General Medicine ; covid19
Language	English
Publisher	BMJ
Publishing country	uk
Document type	Article ; Online
ZDB-ID	2599832-8
ISSN	2044-6055
ISSN	2044-6055
DOI	10.1136/bmjopen-2020-041886
Database	BASE - Bielefeld Academic Search Engine (life sciences selection)

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Article ; Online: circRNA 001306 enhances hepatocellular carcinoma growth by up-regulating CDK16 expression via sponging miR-584-5p.

Liu, Qian / Wang, Cixiao / Jiang, Zeyou / Li, Shan / Li, Fang / Tan, Hua-Bing / Yue, Su-Yang

Journal of cellular and molecular medicine

2020 Volume 24, Issue 24, Page(s) 14306–14315

Abstract: Circular RNAs (circRNAs) have been demonstrated to play important roles in cancer progress. However, the roles in hepatocellular carcinoma (HCC) are still unclear. Here, we found has_circRNA_001306 (circ_1306) was up-regulated in HCC tissues and cell ... ...

Abstract	Circular RNAs (circRNAs) have been demonstrated to play important roles in cancer progress. However, the roles in hepatocellular carcinoma (HCC) are still unclear. Here, we found has_circRNA_001306 (circ_1306) was up-regulated in HCC tissues and cell lines. Knockdown the expression circ_1306 significantly suppressed HCC cell proliferation and induced the cell apoptosis in vitro and in vivo. Furthermore, we identified circ_1306 could up-regulate the expression of CDK16 by sponging miR-584-5p. The expression of miR-584-5p was decreased, and the expression of CDK16 was increased in HCC tissues and cell lines. Meanwhile, either knockdown of miR-584-5p or overexpression of CDK16 could suppress the HCC cell proliferation. In vivo, overexpression of miR-584-5p or knockdown of circ_1306 could inhibit the expression of CDK16, and suppress tumour growth. Altogether, our findings suggested that circ_1306 could promoter HCC progress by miR-584-5p/CDK16 axis, which provided a novel marker for HCC diagnosis and treatment.
MeSH term(s)	Animals ; Carcinoma, Hepatocellular/genetics ; Carcinoma, Hepatocellular/metabolism ; Carcinoma, Hepatocellular/pathology ; Cell Line, Tumor ; Cell Proliferation/genetics ; Cyclin-Dependent Kinases/genetics ; Disease Models, Animal ; Gene Expression Regulation, Neoplastic ; Gene Knockdown Techniques ; Humans ; Liver Neoplasms/genetics ; Liver Neoplasms/metabolism ; Liver Neoplasms/pathology ; Male ; Mice ; MicroRNAs/genetics ; RNA Interference ; RNA, Circular/genetics ; Transcriptional Activation ; Xenograft Model Antitumor Assays
Chemical Substances	MIRN584 microRNA, human ; MicroRNAs ; RNA, Circular ; Cyclin-Dependent Kinases (EC 2.7.11.22) ; PCTAIRE-1 protein kinase (EC 2.7.11.22)
Language	English
Publishing date	2020-11-01
Publishing country	England
Document type	Journal Article ; Research Support, Non-U.S. Gov't
ZDB-ID	2074559-X
ISSN	1582-4934 ; 1582-4934 ; 1582-1838
ISSN (online)	1582-4934
ISSN	1582-4934 ; 1582-1838
DOI	10.1111/jcmm.16047
Database	MEDical Literature Analysis and Retrieval System OnLINE

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Article ; Online: Experimental and numerical investigation of groundwater head losses on and nearby short intersections between disc-shaped fractures

Ci-xiao Qu / Ming-yu Wang / Peng Wang

Journal of Groundwater Science and Engineering, Vol 10, Iss 1, Pp 33-

2022 Volume 43

Abstract: Discrete fracture models are used for investigating precise processes of groundwater flow in fractured rocks, while a disc-shaped parallel-plates model for a single fracture is more reasonable and efficient for computational treatments. The flow velocity ...

Abstract	Discrete fracture models are used for investigating precise processes of groundwater flow in fractured rocks, while a disc-shaped parallel-plates model for a single fracture is more reasonable and efficient for computational treatments. The flow velocity has a large spatial differentiation which is more likely to produce non-linear flow and additional head losses on and nearby intersections in such shaped fractures, therefore it is necessary to understand and quantify them. In this study, both laboratory experiments and numerical simulations were performed to investigate the total head loss on and nearby the intersections as well as the local head loss exactly on the intersections, which were not usually paid sufficient attention or even ignored. The investigation results show that these two losses account for 29.17%-84.97% and 0-73.57% of the entire total head loss in a fracture, respectively. As a result, they should be necessarily considered for groundwater modeling in fractured rocks. Furthermore, both head losses become larger when aperture and flow rate increase and intersection length decreases. Particularly, the ratios of these two head losses to the entire total head loss in a fracture could be well statistically explained by power regression equations with variables of aperture, intersection length, and flow rates, both of which achieved high coefficients of determination. It could be feasible through this type of study to provide a way on how to adjust the groundwater head from those obtained by numerical simulations based on the traditional linear flow model. Finally, it is practicable and effective to implement the investigation approach combining laboratory experiments with numerical simulations for quantifying the head losses on and nearby the intersections between disc-shaped fractures.
Keywords	groundwater head losses ; disc-shaped fracture ; laboratory experiments ; numerical simulations ; short intersections ; Ecology ; QH540-549.5 ; Engineering geology. Rock mechanics. Soil mechanics. Underground construction ; TA703-712
Subject code	532
Language	English
Publishing date	2022-03-01T00:00:00Z
Publisher	Groundwater Science and Engineering Limited
Document type	Article ; Online
Database	BASE - Bielefeld Academic Search Engine (life sciences selection)

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Article: Seasonal Variations of Hydrochemical Characteristics of Groundwater in Changping Plain, Beijing

Tisheng, Jiang / Chu Junyao / Liu Qingzhe / Qi Junyu / Qu Cixiao / Wang Mingyu

Journal of resources and ecology. 2017 Nov., v. 8, no. 6

2017

Abstract: Changping Plain, located in the northwest of Beijing, has become an important groundwater recharge area for the Beijing Plain and an important source for the urban water supply. In this study, groundwater samples were collected during the dry and wet ... ...

Abstract	Changping Plain, located in the northwest of Beijing, has become an important groundwater recharge area for the Beijing Plain and an important source for the urban water supply. In this study, groundwater samples were collected during the dry and wet seasons in 2015 from 24 monitoring wells distributed in Changping Plain. A Piper-Tri-linear diagram, a Schoeller diagram, a Gibbs diagram, and the isotope technique were used to investigate the temporal and spatial variations in the concentrations of groundwater hydrochemicals and the sources of groundwater recharge. The results indicated: 1) seasonal variations in the concentrations of , Ca2+, and Na+ were significant; the spatial variations of these ions were more dramatic in the dry season than in the wet season due to the dilution effect of precipitation; 2) Most groundwater samples had a HCO3-Ca-Mg based hydrochemical type and a few had a HCO3-Na-K based hydrochemical type; the hydrochemical type tended to evolve from HCO3-Ca-Mg based to HCO3-Na-K based in some monitoring wells that showed distinct seasonal variation; 3) the groundwater in the study area originated mainly from atmospheric precipitation, and it is affected by evaporation and concentration processes.
Keywords	atmospheric precipitation ; calcium ; dry season ; evaporation ; groundwater ; groundwater recharge ; ions ; isotopes ; monitoring ; seasonal variation ; sodium ; water supply ; wells ; wet season ; China
Language	English
Dates of publication	2017-11
Size	p. 655-663.
Publishing place	Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences
Document type	Article
ZDB-ID	2630108-8
ISSN	1674-764X
ISSN	1674-764X
DOI	10.5814/j.issn.1674-764x.2017.06.013
Database	NAL-Catalogue (AGRICOLA)

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