|
|
|
题名
|
作者
|
年代
|
出处
|
被引量
|
| 1 | Prediction of Flash Flood Susceptibility of Hilly Terrain Using Deep Neural Network:A Case Study of Vietnam显示文摘Flash floods are one of the most dangerous natural disasters,especially in hilly terrain,causing loss of life,property,and infrastructures and sudden disruption of traffic.These types of floods are mostly associated with landslides and erosion of roads within a short time.Most of Vietnamis hilly and mountainous;thus,the problem due to flash flood is severe and requires systematic studies to correctly identify flood susceptible areas for proper landuse planning and traffic management.In this study,three Machine Learning(ML)methods namely Deep Learning Neural Network(DL),Correlation-based FeatureWeighted Naive Bayes(CFWNB),and Adaboost(AB-CFWNB)were used for the development of flash flood susceptibility maps for hilly road section(115 km length)of National Highway(NH)-6 inHoa Binh province,Vietnam.In the proposedmodels,88 past flash flood events were used together with 14 flash floods affecting topographical and geo-environmental factors.The performance of themodels was evaluated using standard statisticalmeasures including Receiver Operating Characteristic(ROC)Curve,Area Under Curve(AUC)and Root Mean Square Error(RMSE).The results revealed that all the models performed well(AUC>0.80)in predicting flash flood susceptibility zones,but the performance of the DL model is the best(AUC:0.972,RMSE:0.352).Therefore,the DL model can be applied to develop an accurate flash flood susceptibility map of hilly terrain which can be used for proper planning and designing of the highways and other infrastructure facilities besides landuse management of the area. | Huong Thi Thanh Ngo Nguyen Duc Dam Quynh-Anh Thi Bui Nadhir Al-Ansari Romulus Costache Hang Ha Quynh Duy Bui Sy Hung Mai Indra Prakash Binh Thai Pham | 2023 | Computer Modeling in Engineering & Sciences2023，，6： | 2 |
| 2 | Blockade of Myd88 signaling induces antitumor effects by skewing the immunosuppressive function of myeloid-derived suppressor cells 显示文摘 | Hang EH Chang SY Lee BR | 2012 | Int J Cancer2012，，： | 1 |
| 3 | Multiple cavernous hemangiomas of the skull with dural tail sign:a case report and literature review 显示文摘 | Xu P Lan SY Hang YM | 2013 | BMC Neurel2013，13，1： | 1 |
| 4 | Activation of RhoA and FAK induces ERK-mediated osteopontin expression in me- chanical force-subjected periodontal ligament fibroblasts显示文摘 | Hang SY Jeon YM Lee H J | 2010 | Mol Cell Biochem2010，335，12： | 1 |
| 5 | Bioactive triterpene glycosides from the sea cucumber holothuria fuscocinerea 显示文摘 | hang SY Yi YH Tang HF | 2006 | J Nat Prod2006，69，10： | 1 |
| 6 | A phase Ⅱ trail of capecitabinein previously untreated patients witll advanced and/or metastaic gas-trie cancer显示文摘 | Hang YS Song SY Lee SI | 2004 | Ann Oneol2004，15，9： | 1 |
| 7 | Changes in extratemporal integrity and cognition in temporal lobe epilepsy:a diffusion tensor imaging study 显示文摘 | Wang XQ Lang SY Hang LU | 2010 | Neruol India2010，58，6： | 1 |
| 8 | siRNA-mediated down- regulation of iASPP promotes apoptosis induced by eto- poside and daunorubicin in leukemia cells expressing wild- type p53显示文摘 | Hang L Min W Diao SY | 2009 | Leuk Res2009，33，9： | 1 |
| 9 | Binding pancreaticogastros- tomy in laparoscopic central pancreatectomy: a novel technique in laparoscapic pancreatic surgery 显示文摘 | Hang DF Liu YB Peng SY el al | 2015 | Surg Endosc2015，30，2： | 1 |
| 10 | Different Risk Factor Profiles between Transient Global Amnesia and Transient Ischemic At- tack :A Large Case-Control Study显示文摘 | Jang JW Park SY Hang JH | 2013 | Eur Neuro12013，71，12： | 1 |
| 11 | Mechanical properties and Young's modulus of plasma-sprayed hydroxyapatite coating on Ti substrate in simulated body fluid显示文摘 | Yang YC Hang E Lee SY | 2003 | J Biomed Mater Res2003，67，3： | 1 |
| 12 | Comparing the outcomes of radiofrequency ablation and surgery in patients with a single small hepatocellular carcinoma and well-preserved hepaticfunction 显示文摘 | Hang SN Lee SY Choi MS | 2005 | J Clin Gastroentero12005，39，3： | 1 |
| 13 | Comparison of intrathecal fentanyl and sufentanil in low-dose dilute bupivaeaine spinal anaesthesia for transurethral prostateetomy 显示文摘 | Kim SY Cho JE Hang JY | 2009 | British Journal of Anaesthesia2009，103，5： | 1 |
| 14 | Comparison of the volatile compounds of Atractylodes medicinal plants by headspace solid-phase microextraction- gas chromatography-mass spectrometry显示文摘 | Guo FQ Hang LF Zhou SY | 2006 | Analytica Chimica Acta2006，，： | 1 |
| 15 | A case of multiple metastatic low-grade endometrial stromal sarcoma arising from an ovarian endometriotic lesion 显示文摘 | Kim JY Hang SY Sung H J | 2009 | J Gynecol Oncol2009，20，： | 1 |
| 16 | Effect of haemoperfusion on plasma paraquat concentration in vitro and in vivo 显示文摘 | Hang SY Yang JO Lee EY | 2003 | Toxicol Ind Health2003，19，1： | 1 |
| 17 | Hairless is a cofactor for Runt-dependent transcriptional regulation显示文摘 | Walrad PB Hang SY Gergen JP | 2011 | Mol Biol Cell2011，22，8： | 1 |
| 18 | Comparison of intrathecal fentanyl and sufentanil in low-dose dilute bupivacaine spi- nal anaesthesia for transurethral prostatectomy显示文摘 | Kim SY Cho JE Hang JK | 2009 | Br J An- aesth2009，103，5： | 1 |
| 19 | Comparison of the volatile compounds of Atractylodes medicinal plants by headspace solid-phase microextraction-gas chromatography-mass spectrometry显示文摘 | Guo FQ Hang LF Zhou SY | 2006 | Analytica Chimica Acta2006，570，1： | 1 |
| 20 | The global status of HIV drug resistance: clinical and public-health approaches for detec- tion, treatment and prevention 显示文摘 | Hang SY Nachega JB Kelley K | 2011 | Infect Disord Drug Targets2011，11，2： | 1 |
您所在的机构暂未开通此部分的功能，请联系管理员