{"title":"高斯滤波器处理示踪剂突破曲线","authors":"Guangquan Li, Hong Liu, Simeng Yang","doi":"10.3986/ac.v48i2.7269","DOIUrl":null,"url":null,"abstract":"Breakthrough curves in hydrogeology are similar to seismograms in containing a variety of undesired noises and regular interferences characterized with high frequency. In this paper, Gaussian filter for processing seismic waves is used to retain low-frequency trend of breakthrough curves and remove away high-frequency fluctuations. At first, the mathematical fundamental of the filter is introduced. Then the filter is applied to process four breakthrough curves measured in laboratory experiments, in which Gaussian parameter is set to be 0.2 and 0.5. Finally, a breakthrough curve in field test is processed with different Gaussian parameters. The results demonstrate how the parameter controls the cutting-off frequency and the filter is well controllable and very efficient in acquiring the primary trend of the curves. Key words: Gaussian filter; convolution; breakthrough curves, cutting-off frequency, noises. Analiza sledilnih krivulj z Gaussovimi filtri Sledilne krivulje (krivulja casovne odvisnosti koncentracije povrnjenega sledila) v hidrogeologiji so podobno kot seizmogrami v geofiziki obremenjene z nezaželenimi visokofrekvencnimi sumi in interferencami. V tem clanku uporabimo Gaussov filter, primarno namenjen obdelavi seizmicnih podatkov, za odstanitev visokofrekvencnih sumov iz sledilnih krivulj. Najprej predstavimo matematicne osnove filtriranja, potem Gaussov filter z parametrom 0,2 in 0,5 uporabimo na stirih sledilnih krivuljah, dobljenih v laboratorijskih pogojih. Na koncu z razlicnimi Gaussovimi parametri obravnavamo sledilno krivuljo, dobljeno pri sledenju v naravi. Z rezultati prikažemo vpliv izbranih parametrov na mejno frekvenco ter prilagodljivost , ucinkovitost in uporabnost filtra za izluscenje primarnih znacilnosti sledilnih krivulj. Kljucne besede: Gaussov filter, konvolucija, sledilne krivulje, mejne frekvence, sum.","PeriodicalId":50905,"journal":{"name":"Acta Carsologica","volume":null,"pages":null},"PeriodicalIF":1.0000,"publicationDate":"2019-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Gaussian filter to process tracer breakthrough curves\",\"authors\":\"Guangquan Li, Hong Liu, Simeng Yang\",\"doi\":\"10.3986/ac.v48i2.7269\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Breakthrough curves in hydrogeology are similar to seismograms in containing a variety of undesired noises and regular interferences characterized with high frequency. In this paper, Gaussian filter for processing seismic waves is used to retain low-frequency trend of breakthrough curves and remove away high-frequency fluctuations. At first, the mathematical fundamental of the filter is introduced. Then the filter is applied to process four breakthrough curves measured in laboratory experiments, in which Gaussian parameter is set to be 0.2 and 0.5. Finally, a breakthrough curve in field test is processed with different Gaussian parameters. The results demonstrate how the parameter controls the cutting-off frequency and the filter is well controllable and very efficient in acquiring the primary trend of the curves. Key words: Gaussian filter; convolution; breakthrough curves, cutting-off frequency, noises. Analiza sledilnih krivulj z Gaussovimi filtri Sledilne krivulje (krivulja casovne odvisnosti koncentracije povrnjenega sledila) v hidrogeologiji so podobno kot seizmogrami v geofiziki obremenjene z nezaželenimi visokofrekvencnimi sumi in interferencami. V tem clanku uporabimo Gaussov filter, primarno namenjen obdelavi seizmicnih podatkov, za odstanitev visokofrekvencnih sumov iz sledilnih krivulj. Najprej predstavimo matematicne osnove filtriranja, potem Gaussov filter z parametrom 0,2 in 0,5 uporabimo na stirih sledilnih krivuljah, dobljenih v laboratorijskih pogojih. Na koncu z razlicnimi Gaussovimi parametri obravnavamo sledilno krivuljo, dobljeno pri sledenju v naravi. Z rezultati prikažemo vpliv izbranih parametrov na mejno frekvenco ter prilagodljivost , ucinkovitost in uporabnost filtra za izluscenje primarnih znacilnosti sledilnih krivulj. Kljucne besede: Gaussov filter, konvolucija, sledilne krivulje, mejne frekvence, sum.\",\"PeriodicalId\":50905,\"journal\":{\"name\":\"Acta Carsologica\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":1.0000,\"publicationDate\":\"2019-12-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Acta Carsologica\",\"FirstCategoryId\":\"89\",\"ListUrlMain\":\"https://doi.org/10.3986/ac.v48i2.7269\",\"RegionNum\":4,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"GEOSCIENCES, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Acta Carsologica","FirstCategoryId":"89","ListUrlMain":"https://doi.org/10.3986/ac.v48i2.7269","RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"GEOSCIENCES, MULTIDISCIPLINARY","Score":null,"Total":0}
Gaussian filter to process tracer breakthrough curves
Breakthrough curves in hydrogeology are similar to seismograms in containing a variety of undesired noises and regular interferences characterized with high frequency. In this paper, Gaussian filter for processing seismic waves is used to retain low-frequency trend of breakthrough curves and remove away high-frequency fluctuations. At first, the mathematical fundamental of the filter is introduced. Then the filter is applied to process four breakthrough curves measured in laboratory experiments, in which Gaussian parameter is set to be 0.2 and 0.5. Finally, a breakthrough curve in field test is processed with different Gaussian parameters. The results demonstrate how the parameter controls the cutting-off frequency and the filter is well controllable and very efficient in acquiring the primary trend of the curves. Key words: Gaussian filter; convolution; breakthrough curves, cutting-off frequency, noises. Analiza sledilnih krivulj z Gaussovimi filtri Sledilne krivulje (krivulja casovne odvisnosti koncentracije povrnjenega sledila) v hidrogeologiji so podobno kot seizmogrami v geofiziki obremenjene z nezaželenimi visokofrekvencnimi sumi in interferencami. V tem clanku uporabimo Gaussov filter, primarno namenjen obdelavi seizmicnih podatkov, za odstanitev visokofrekvencnih sumov iz sledilnih krivulj. Najprej predstavimo matematicne osnove filtriranja, potem Gaussov filter z parametrom 0,2 in 0,5 uporabimo na stirih sledilnih krivuljah, dobljenih v laboratorijskih pogojih. Na koncu z razlicnimi Gaussovimi parametri obravnavamo sledilno krivuljo, dobljeno pri sledenju v naravi. Z rezultati prikažemo vpliv izbranih parametrov na mejno frekvenco ter prilagodljivost , ucinkovitost in uporabnost filtra za izluscenje primarnih znacilnosti sledilnih krivulj. Kljucne besede: Gaussov filter, konvolucija, sledilne krivulje, mejne frekvence, sum.
期刊介绍:
Karst areas occupy 10-20 % of ice-free land. Dissolution of rock by natural waters has given rise to specific landscape and underground. Karst surface features and caves have attracted man''s curiosity since the dawn of humanity and have been a focus to scientific studies since more than half of millennia.
Acta Carsologica publishes original research papers and reviews, letters, essays and reports covering topics related to specific of karst areas. These comprise, but are not limited to karst geology, hydrology, and geomorphology, speleology, hydrogeology, biospeleology and history of karst science.