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  1. Article ; Online: The TCM prescription Ma-xing-shi-gan-tang inhibits Streptococcus pneumoniae pathogenesis by targeting pneumolysin.

    Guo, Tingting / Guo, Yinan / Liu, Qingbing / Xu, Yan / Wei, Lina / Wang, Zhongtian / Chen, Si / Wang, Caiwen / Tian, Ye / Cui, Jie / Wang, Yijie / Wang, Yanbo / Sun, Liping

    Journal of ethnopharmacology

    2021  Volume 275, Page(s) 114133

    Abstract: Ethnopharmacological relevance: Ma-xing-shi-gan-tang (MXSGT), which is documented in the Treatise ...

    Abstract Ethnopharmacological relevance: Ma-xing-shi-gan-tang (MXSGT), which is documented in the Treatise on Febrile Diseases and is a therapeutic drug, is a well-known classic prescription in China and has been widely studied. Previous studies have shown that MXSGT has various pharmacological activities, including anti-influenza virus activity, and ameliorates microvascular hyperpermeability and inflammatory reactions. However, no study has reported the effect of MXSGT in the treatment of bacterial pneumonia.
    Aim of the study: In this study, the potential inhibition of MXSGT against the virulence of S. pneumoniae by targeting PLY was investigated.
    Materials and methods: First, HPLC analysis was used to determine the main components of MXSGT. Then PLY protein was constructed and used for hemolysis assay and western blot to test the ability of MXSGT to inhibit PLY activity, production and widowed characteristics. The growth curve of S. pneumoniae was drawled with or without MXSGT treatment. In addition, the inhibition of MXSGT against PLY-mediated A549 cell death was examined by cytotoxicity assay. Finally, the mouse experiment was used to verify the effect of MXSGT on mouse lungs.
    Results: This work has discovered that MXSGT, a TCM prescription, is an effective inhibitor of PLY, an important virulence factor that is essential for S. pneumoniae pathogenicity. MXSGT inhibits the oligomerization of PLY without affecting S. pneumoniae growth and PLY production. In addition, experimental MXSGT treatment was effective against S. pneumoniae infection both in vitro and in vivo.
    Conclusion: These findings directly demonstrate the potential mechanism of the Chinese herbal formula MXSGT in the treatment of pneumococcal disease and provide additional evidence for promotion of the wide use of MXSGT in the clinic.
    MeSH term(s) A549 Cells ; Animals ; Anti-Bacterial Agents/chemistry ; Anti-Bacterial Agents/pharmacology ; Anti-Bacterial Agents/therapeutic use ; Bacterial Proteins/antagonists & inhibitors ; Bacterial Proteins/metabolism ; Disease Models, Animal ; Drugs, Chinese Herbal/chemistry ; Drugs, Chinese Herbal/pharmacology ; Drugs, Chinese Herbal/therapeutic use ; Hemolysis/drug effects ; Humans ; Lung/drug effects ; Lung/pathology ; Medicine, Chinese Traditional ; Mice, Inbred BALB C ; Sheep ; Streptococcus pneumoniae/drug effects ; Streptococcus pneumoniae/pathogenicity ; Streptolysins/antagonists & inhibitors ; Streptolysins/metabolism ; Virulence/drug effects ; Mice
    Chemical Substances Anti-Bacterial Agents ; Bacterial Proteins ; Drugs, Chinese Herbal ; Streptolysins ; ma-xing-shi-gan-tang ; plY protein, Streptococcus pneumoniae
    Language English
    Publishing date 2021-04-20
    Publishing country Ireland
    Document type Journal Article
    ZDB-ID 134511-4
    ISSN 1872-7573 ; 0378-8741
    ISSN (online) 1872-7573
    ISSN 0378-8741
    DOI 10.1016/j.jep.2021.114133
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  2. Article ; Online: A Network Pharmacology Study on the Effects of Ma Xing Shi Gan Decoction on Influenza

    Long Xi / Liu Le-Ping / Xu Xin-Yi / L.I. Ling / Zhang Guo-Min

    Digital Chinese Medicine, Vol 3, Iss 3, Pp 163-

    2020  Volume 179

    Abstract: Objective: Pharmacological methods were used to screen targets and signaling pathways of Ma Xing ...

    Abstract Objective: Pharmacological methods were used to screen targets and signaling pathways of Ma Xing Shi Gan Decoction (MXSGD) during influenza treatments, and mechanisms underlying anti-influenza effects were elucidated. Methods: The Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform (TCMSP) and relevant literature were searched under predefined conditions to identify the main compounds and their targets. Interactions between the target proteins were predicted using the STRING database. Gene Ontology (GO) functional enrichment analyses and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were performed on the core targets involved in the influenza protein-protein interaction (PPI) network, using WebGestalt and the reactome database. iGEMDOCK was used for molecular docking of receptors and ligands to produce docking scores, and the results were visualized using Autodock and PyMOL. Results: In total, 126 major compounds and their respective targets were screened. 355 influenza target proteins and 1 221 influenza protein interactions were predicted using the STRING database. Influenza-related signaling pathways were strongly enriched in pharmacodynamic targets of MXSGD such as cytokine signaling in immune system and signaling by inter-leukin. The main biological process was response to the stimulates. Molecular docking results showed that RELA-Licochalcone A docking elicited by MXSGD, was superior to that of other target proteins and active compounds, suggesting that the docking site is also the main effector site of MXSGD during influenza treatments. Conclusions The results showed that MXSGD exerts anti-influenza effects by interfering with virus adsorption, inhibiting virus proliferation, influencing immune functions and protecting host cells, which may prevent inflammation-induced tissue damage.
    Keywords Network pharmacology ; Ma Xing Shi Gan Decoction (MXSGD) ; Influenza ; Cytoscape ; iGEMDOCK ; RELA-Licochalcone A ; Medicine ; R ; Other systems of medicine ; RZ201-999
    Subject code 500
    Language English
    Publishing date 2020-09-01T00:00:00Z
    Publisher KeAi Communications Co., Ltd.
    Document type Article ; Online
    Database BASE - Bielefeld Academic Search Engine (life sciences selection)

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  3. Article: The TCM prescription Ma-xing-shi-gan-tang inhibits Streptococcus pneumoniae pathogenesis by targeting pneumolysin

    Guo, Tingting / Guo, Yinan / Liu, Qingbing / Xu, Yan / Wei, Lina / Wang, Zhongtian / Chen, Si / Wang, Caiwen / Tian, Ye / Cui, Jie / Wang, Yijie / Wang, Yanbo / Sun, Liping

    Journal of ethnopharmacology. 2021 July 15, v. 275

    2021  

    Abstract: Ma-xing-shi-gan-tang (MXSGT), which is documented in the Treatise on Febrile Diseases and is ...

    Abstract Ma-xing-shi-gan-tang (MXSGT), which is documented in the Treatise on Febrile Diseases and is a therapeutic drug, is a well-known classic prescription in China and has been widely studied. Previous studies have shown that MXSGT has various pharmacological activities, including anti-influenza virus activity, and ameliorates microvascular hyperpermeability and inflammatory reactions. However, no study has reported the effect of MXSGT in the treatment of bacterial pneumonia.In this study, the potential inhibition of MXSGT against the virulence of S. pneumoniae by targeting PLY was investigated.First, HPLC analysis was used to determine the main components of MXSGT. Then PLY protein was constructed and used for hemolysis assay and western blot to test the ability of MXSGT to inhibit PLY activity, production and widowed characteristics. The growth curve of S. pneumoniae was drawled with or without MXSGT treatment. In addition, the inhibition of MXSGT against PLY-mediated A549 cell death was examined by cytotoxicity assay. Finally, the mouse experiment was used to verify the effect of MXSGT on mouse lungs.This work has discovered that MXSGT, a TCM prescription, is an effective inhibitor of PLY, an important virulence factor that is essential for S. pneumoniae pathogenicity. MXSGT inhibits the oligomerization of PLY without affecting S. pneumoniae growth and PLY production. In addition, experimental MXSGT treatment was effective against S. pneumoniae infection both in vitro and in vivo.These findings directly demonstrate the potential mechanism of the Chinese herbal formula MXSGT in the treatment of pneumococcal disease and provide additional evidence for promotion of the wide use of MXSGT in the clinic.
    Keywords Streptococcus pneumoniae ; Western blotting ; antiviral properties ; cell death ; drugs ; growth curves ; hemolysis ; mice ; oligomerization ; pathogenesis ; pneumolysin ; therapeutics ; toxicity testing ; traditional medicine ; virulence ; China
    Language English
    Dates of publication 2021-0715
    Publishing place Elsevier B.V.
    Document type Article
    Note NAL-AP-2-clean
    ZDB-ID 134511-4
    ISSN 1872-7573 ; 0378-8741
    ISSN (online) 1872-7573
    ISSN 0378-8741
    DOI 10.1016/j.jep.2021.114133
    Database NAL-Catalogue (AGRICOLA)

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  4. Article ; Online: Systematic Pharmacological Strategies to Explore the Regulatory Mechanism of Ma Xing Shi Gan Decoction on COVID-19

    Shi-Ying, Zhang / Ling, Li / Ning, Zhang / Hong-Tao, Xia / Fang-Guo, Lu / Wei-Qing, Li

    Digital Chinese Medicine

    2020  Volume 3, Issue 2, Page(s) 96–115

    Keywords covid19
    Language English
    Publisher Elsevier BV
    Publishing country us
    Document type Article ; Online
    ISSN 2589-3777
    DOI 10.1016/j.dcmed.2020.06.004
    Database BASE - Bielefeld Academic Search Engine (life sciences selection)

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  5. Article ; Online: Systematic Pharmacological Strategies to Explore the Regulatory Mechanism of Ma Xing Shi Gan Decoction on COVID-19

    Zhang Shi-Ying / Li Ling / Zhang Ning / Xia Hong-Tao / Lu Fang-Guo / Li Wei-Qing

    Digital Chinese Medicine, Vol 3, Iss 2, Pp 96-

    2020  Volume 115

    Abstract: ... Xing Shi Gan Decoction (MXSGD) against the coronavirus disease 2019 (COVID-19). Methods: Data ...

    Abstract Objective: To use systematic pharmacological strategies to explore the regulatory mechanisms of Ma Xing Shi Gan Decoction (MXSGD) against the coronavirus disease 2019 (COVID-19). Methods: Data on the compounds and targets of MXSGD were collected from the Traditional Chinese Medicene Systems Parmacology Database and Analysis Platform (TCMSP) and TCM Databases@Taiwan. Data on ACE2-related targets and the protein-protein interaction (PPI) were collected from the String database. The Cytoscape 3.7.2 was used to construct and analyze the networks. The DAVID platform was used for Gene Ontology (GO) and pathway enrichment analyses. Results: Data on 272 MXSGD targets and 21 SARS-CoV-2 potential targets were collected. Four networks were constructed and analyzed based on the data: (1) compound-target network of MXSGD; (2) MXSGD-SARS-CoV-2-PPI network; (3) cluster of MXSGD-SARS-CoV-2-PPI network; (4) Herb-Pathway-Target network. The core targets included AKT1, MAPK3, IL-6, TP53, VEGFA, TNF, CASP3, EGFR, EGF and MAPK1. The antiviral biological processes were inflammatory responses (inflammatory cells, inflammatory cytokines and their signaling pathways), immune responses (T cells, monocytes, B cells and other immune cells), immune factors (IFN-γ, TNF-α and so on), virus defense, humoral immunity and mucosal innate immune response. The antivirus-related signaling pathways included TNF, NOD-like receptor, FoxO, PI3K-AKT and Toll-like receptor signaling pathways. Conclusions: MXSGD can control disease progression by regulating multiple compounds and targets; it can reduce inflammation and balance immunity by regulating several proteins that interact with ACE2 and signaling pathways closely related to disease development.
    Keywords Coronavirus disease 2019 (COVID-19) ; Ma Xing Shi Gan Decoction (MXSGD) ; Network pharmacology ; Mechanism ; ACE2 receptor ; Medicine ; R ; Other systems of medicine ; RZ201-999 ; covid19
    Subject code 570
    Language English
    Publishing date 2020-06-01T00:00:00Z
    Publisher KeAi Communications Co., Ltd.
    Document type Article ; Online
    Database BASE - Bielefeld Academic Search Engine (life sciences selection)

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  6. Article: Systematic Pharmacological Strategies to Explore the Regulatory Mechanism of Ma Xing Shi Gan Decoction on COVID-19

    Shi-Ying, Zhang / Ling, Li / Ning, Zhang / Hong-Tao, Xia / Fang-Guo, Lu / Wei-Qing, Li

    Digital Chinese Medicine

    Abstract: ... Xing Shi Gan Decoction (MXSGD) against the coronavirus disease 2019 (COVID-19) METHODS: Data ...

    Abstract OBJECTIVE: To use systematic pharmacological strategies to explore the regulatory mechanisms of Ma Xing Shi Gan Decoction (MXSGD) against the coronavirus disease 2019 (COVID-19) METHODS: Data on the compounds and targets of MXSGD were collected from the Traditional Chinese Medicene Systems Parmacology Database and Analysis Platform (TCMSP) and TCM Databases@Taiwan Data on ACE2-related targets and the protein-protein interaction (PPI) were collected from the String database The Cytoscape 3 7 2 was used to construct and analyze the networks The DAVID platform was used for Gene Ontology (GO) and pathway enrichment analyses RESULTS: Data on 272 MXSGD targets and 21 SARS-CoV-2 potential targets were collected Four networks were constructed and analyzed based on the data: (1) compound-target network of MXSGD;(2) MXSGD-SARS-CoV-2-PPI network;(3) cluster of MXSGD-SARS-CoV-2-PPI network;(4) Herb-Pathway-Target network The core targets included AKT1, MAPK3, IL-6, TP53, VEGFA, TNF, CASP3, EGFR, EGF and MAPK1 The antiviral biological processes were inflammatory responses (inflammatory cells, inflammatory cytokines and their signaling pathways), immune responses (T cells, monocytes, B cells and other immune cells), immune factors (IFN-γ, TNF-α and so on), virus defense, humoral immunity and mucosal innate immune response The antivirus-related signaling pathways included TNF, NOD-like receptor, FoxO, PI3K-AKT and Toll-like receptor signaling pathways CONCLUSIONS: MXSGD can control disease progression by regulating multiple compounds and targets;it can reduce inflammation and balance immunity by regulating several proteins that interact with ACE2 and signaling pathways closely related to disease development
    Keywords covid19
    Publisher WHO
    Document type Article
    Note WHO #Covidence: #657612
    Database COVID19

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  7. Article ; Online: Chemical composition and pharmacological mechanism of Qingfei Paidu Decoction and Ma Xing Shi Gan Decoction against Coronavirus Disease 2019 (COVID-19): In silico and experimental study.

    Yang, Ruocong / Liu, Hao / Bai, Chen / Wang, Yingchao / Zhang, Xiaohui / Guo, Rui / Wu, Siying / Wang, Jianxun / Leung, Elaine / Chang, Hang / Li, Peng / Liu, Tiegang / Wang, Yi

    Pharmacological research

    2020  Volume 157, Page(s) 104820

    Abstract: ... collecting the targets of identified compounds, indicated a pivotal role of Ma Xing Shi Gan Decoction (MXSG ...

    Abstract The Coronavirus Disease 2019 (COVID-19) pandemic has become a huge threaten to global health, which raise urgent demand of developing efficient therapeutic strategy. The aim of the present study is to dissect the chemical composition and the pharmacological mechanism of Qingfei Paidu Decoction (QFPD), a clinically used Chinese medicine for treating COVID-19 patients in China. Through comprehensive analysis by liquid chromatography coupled with high resolution mass spectrometry (MS), a total of 129 compounds of QFPD were putatively identified. We also constructed molecular networking of mass spectrometry data to classify these compounds into 14 main clusters, in which exhibited specific patterns of flavonoids (45 %), glycosides (15 %), carboxylic acids (10 %), and saponins (5 %). The target network model of QFPD, established by predicting and collecting the targets of identified compounds, indicated a pivotal role of Ma Xing Shi Gan Decoction (MXSG) in the therapeutic efficacy of QFPD. Supportively, through transcriptomic analysis of gene expression after MXSG administration in rat model of LPS-induced pneumonia, the thrombin and Toll-like receptor (TLR) signaling pathway were suggested to be essential pathways for MXSG mediated anti-inflammatory effects. Besides, changes in content of major compounds in MXSG during decoction were found by the chemical analysis. We also validate that one major compound in MXSG, i.e. glycyrrhizic acid, inhibited TLR agonists induced IL-6 production in macrophage. In conclusion, the integration of in silico and experimental results indicated that the therapeutic effects of QFPD against COVID-19 may be attributed to the anti-inflammatory effects of MXSG, which supports the rationality of the compatibility of TCM.
    MeSH term(s) Animals ; Anti-Inflammatory Agents/analysis ; Anti-Inflammatory Agents/pharmacology ; Betacoronavirus/drug effects ; COVID-19 ; Cells, Cultured ; Computer Simulation ; Coronavirus Infections/drug therapy ; Coronavirus Infections/genetics ; Drugs, Chinese Herbal/analysis ; Drugs, Chinese Herbal/pharmacology ; Drugs, Chinese Herbal/therapeutic use ; Gene Expression/drug effects ; Glycyrrhizic Acid/pharmacology ; Humans ; Interleukin-6/metabolism ; Lipopeptides/antagonists & inhibitors ; Lipopeptides/pharmacology ; Lipopolysaccharides ; Male ; Pandemics ; Pneumonia/chemically induced ; Pneumonia/metabolism ; Pneumonia, Viral/drug therapy ; Pneumonia, Viral/genetics ; Rats ; SARS-CoV-2 ; Signal Transduction/drug effects ; Thrombin/metabolism ; Toll-Like Receptors/metabolism
    Chemical Substances Anti-Inflammatory Agents ; Drugs, Chinese Herbal ; Interleukin-6 ; Lipopeptides ; Lipopolysaccharides ; Pam(3)CSK(4) peptide ; Toll-Like Receptors ; maxingshigan ; qingfei paidu decoction ; Glycyrrhizic Acid (6FO62043WK) ; Thrombin (EC 3.4.21.5)
    Keywords covid19
    Language English
    Publishing date 2020-04-29
    Publishing country Netherlands
    Document type Journal Article ; Research Support, Non-U.S. Gov't
    ZDB-ID 1003347-6
    ISSN 1096-1186 ; 0031-6989 ; 1043-6618
    ISSN (online) 1096-1186
    ISSN 0031-6989 ; 1043-6618
    DOI 10.1016/j.phrs.2020.104820
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  8. Article ; Online: The effect of stroke and other components in Xing-Nao-Jing on the pharmacokinetics of geniposide.

    Xu, Pan / Du, Shou-ying / Lu, Yang / Bai, Jie / Guo, Yi-wang / Du, Qiu / Cao, Yan-feng

    Journal of ethnopharmacology

    2014  Volume 152, Issue 2, Page(s) 302–307

    Abstract: ... which has been used in traditional Chinese preparation, such as "Xing-Nao-Jing" (XNJ) for stroke treatment ...

    Abstract Ethnopharmacological relevance: Geniposide is a bioactive substance derived from gardenia, which has been used in traditional Chinese preparation, such as "Xing-Nao-Jing" (XNJ) for stroke treatment. Stroke and the ingredients of herbal preparation affect the pharmacokinetics of geniposide. A comparative pharmacokinetic study of geniposide in stroke and sham-operated rats after administration of XNJ and geniposide was proceeded to evaluate the effect of stroke on pharmacokinetics of geniposide, while the influence of other components in XNJ was determined by using gardenia extract and geniposide-borneol compounds in rats with stroke to compare.
    Materials and methods: Stroke was induced by middle cerebral artery occlusion followed by reperfusion 2h later. Plasma concentration of geniposide was determined by HPLC. Various pharmacokinetic parameters were estimated from the plasma concentration versus time data using non-compartmental methods.
    Results: The maximum plasma concentration (Cmax) and area under the curve (AUC0-t) in stroke after administration of XNJ were 5.97±3.82 μg/mL, and 570.06±274.32 μg·min/mL, respectively, which were 5 times compared with sham-operated rats or the stroke-afflicted rats given geniposide. In stroke, the Cmax and AUC(0-t) of geniposide-borneol group and gardenia extraction group were close to XNJ group and geniposide group, respectively. The geniposide-borneol group had a higher value.
    Conclusion: Stroke improved the absorption of geniposide in XNJ. Borneol may be the key ingredient in XNJ improving the absorption of geniposide.
    MeSH term(s) Animals ; Area Under Curve ; Bornanes/isolation & purification ; Bornanes/pharmacology ; Chromatography, High Pressure Liquid ; Disease Models, Animal ; Drugs, Chinese Herbal/chemistry ; Drugs, Chinese Herbal/pharmacokinetics ; Drugs, Chinese Herbal/pharmacology ; Gardenia/chemistry ; Iridoids/isolation & purification ; Iridoids/pharmacokinetics ; Male ; Models, Biological ; Rats ; Rats, Sprague-Dawley ; Stroke/physiopathology
    Chemical Substances Bornanes ; Drugs, Chinese Herbal ; Iridoids ; geniposide (145295QLXY) ; isoborneol (L88RA8N5EG)
    Language English
    Publishing date 2014-03-14
    Publishing country Ireland
    Document type Journal Article ; Research Support, Non-U.S. Gov't
    ZDB-ID 134511-4
    ISSN 1872-7573 ; 0378-8741
    ISSN (online) 1872-7573
    ISSN 0378-8741
    DOI 10.1016/j.jep.2013.12.046
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  9. Article ; Online: Geographically Weighted Negative Binomial Regression Model Predicts Wildfire Occurrence in the Great Xing’an Mountains Better Than Negative Binomial Model

    Zhangwen Su / Haiqing Hu / Mulualem Tigabu / Guangyu Wang / Aicong Zeng / Futao Guo

    Forests, Vol 10, Iss 5, p

    2019  Volume 377

    Abstract: ... in the boreal forests of the Great Xing’an Mountains, northeast China. Using geo-weighted techniques to consider ... in the Great Xing’an Mountains. Thus, spatially differing relations improves the explanatory power ...

    Abstract Wildfire is a major disturbance that affects large area globally every year. Thus, a better prediction of the likelihood of wildfire occurrence is essential to develop appropriate fire prevention measures. We applied a global negative Binomial (NB) and a geographically weighted negative Binomial regression (GWNBR) models to determine the relationship between wildfire occurrence and its drivers factors in the boreal forests of the Great Xing’an Mountains, northeast China. Using geo-weighted techniques to consider the geospatial information of meteorological, topographic, vegetation type and human factors, we aimed to verify whether the performance of the NB model can be improved. Our results confirmed that the model fitting and predictions of GWNBR model were better than the global NB model, produced more precise and stable model parameter estimation, yielded a more realistic spatial distribution of model predictions, and provided the detection of the impact hotpots of these predictor variables. We found slope, vegetation cover, average precipitation, average temperature, and average relative humidity as important predictors of wildfire occurrence in the Great Xing’an Mountains. Thus, spatially differing relations improves the explanatory power of the global NB model, which does not explain sufficiently the relationship between wildfire occurrence and its drivers. Thus, the GWNBR model can complement the global NB model in overcoming the issue of nonstationary variables, thereby enabling a better prediction of the occurrence of wildfires in large geographical areas and improving management practices of wildfire.
    Keywords boreal forests ; wildfire drivers ; geographically weighted regression ; geospatial analysis ; Plant ecology ; QK900-989
    Subject code 310
    Language English
    Publishing date 2019-04-01T00:00:00Z
    Publisher MDPI AG
    Document type Article ; Online
    Database BASE - Bielefeld Academic Search Engine (life sciences selection)

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  10. Article: Geographically Weighted Negative Binomial Regression Model Predicts Wildfire Occurrence in the Great Xing’an Mountains Better Than Negative Binomial Model

    Su, Zhangwen / Guo, Futao / Hu, Haiqing / Tigabu, Mulualem / Wang, Guangyu / Zeng, Aicong

    Forests. 2019 Apr. 30, v. 10, no. 5

    2019  

    Abstract: ... in the boreal forests of the Great Xing’an Mountains, northeast China. Using geo-weighted techniques to consider ... in the Great Xing’an Mountains. Thus, spatially differing relations improves the explanatory power ...

    Abstract Wildfire is a major disturbance that affects large area globally every year. Thus, a better prediction of the likelihood of wildfire occurrence is essential to develop appropriate fire prevention measures. We applied a global negative Binomial (NB) and a geographically weighted negative Binomial regression (GWNBR) models to determine the relationship between wildfire occurrence and its drivers factors in the boreal forests of the Great Xing’an Mountains, northeast China. Using geo-weighted techniques to consider the geospatial information of meteorological, topographic, vegetation type and human factors, we aimed to verify whether the performance of the NB model can be improved. Our results confirmed that the model fitting and predictions of GWNBR model were better than the global NB model, produced more precise and stable model parameter estimation, yielded a more realistic spatial distribution of model predictions, and provided the detection of the impact hotpots of these predictor variables. We found slope, vegetation cover, average precipitation, average temperature, and average relative humidity as important predictors of wildfire occurrence in the Great Xing’an Mountains. Thus, spatially differing relations improves the explanatory power of the global NB model, which does not explain sufficiently the relationship between wildfire occurrence and its drivers. Thus, the GWNBR model can complement the global NB model in overcoming the issue of nonstationary variables, thereby enabling a better prediction of the occurrence of wildfires in large geographical areas and improving management practices of wildfire.
    Keywords boreal forests ; fire prevention ; humans ; models ; mountains ; prediction ; regression analysis ; relative humidity ; temperature ; topography ; vegetation cover ; wildfires ; China
    Language English
    Dates of publication 2019-0430
    Publishing place Multidisciplinary Digital Publishing Institute
    Document type Article
    ZDB-ID 2527081-3
    ISSN 1999-4907
    ISSN 1999-4907
    DOI 10.3390/f10050377
    Database NAL-Catalogue (AGRICOLA)

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