• 제목/요약/키워드: wet season

검색결과 283건 처리시간 0.026초

실시간 댐 유입량 예측을 위한 인공신경망 모형의 활용성 평가 (Assessment of artificial neural network model for real-time dam inflow prediction)

  • 허재영;배덕효
    • 한국수자원학회논문집
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    • 제54권spc1호
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    • pp.1131-1141
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    • 2021
  • 본 연구에서는 국내 주요 댐 상류 유역을 대상으로 장기간 시단위 수문자료를 활용하여 실시간 댐 유입량 예측을 위한 인공신경망 모형의 선행 1, 3, 6시간별 예측유입량을 산정 및 평가하였다. 이를 위해, 각 유역별 15년의 시단위 강수 및 유입량 자료를 활용하였으며 연도별 평균 유입량을 고려하여 데이터세트를 구성하였다. 각 대상유역에 대한 선행시간별 예측 성능은 NSE 0.57~0.79 이상으로써 비교적 양호한 성능을 나타내었다. 유역면적이 클수록 이수기의 예측 성능이 낮은 것으로 확인되었으며 홍수기 예측성능과의 편차가 증가하는 것으로 확인되었다. 선행 6시간 예측에 대해 입력자료의 과거길이에 따른 성능 변화는 홍수기보다 이수기에서 큰 차이를 보이며 과거길이가 증가할수록 이수기의 성능이 향상되는 것으로 나타났다. 주요 홍수 사상에 대한 예측 수문곡선은 관측과 비교하여 수문곡선의 형태는 유사한 것으로 나타났다. 다만, 선행시간에 따라 첨두시간의 지연 및 유량의 과소 추정되는 경향이 있으며 이에 대한 개선이 필요함을 확인하였다.

고해상도 강수정보 생산을 위한 레이더 반사도-강수량 관계식 매개변수 보정 및 불확실성 평가 (Estimation of reflectivity-rainfall relationship parameters and uncertainty assessment for high resolution rainfall information)

  • 김태정;김장경;김진국;권현한
    • 한국수자원학회논문집
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    • 제54권5호
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    • pp.321-334
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    • 2021
  • 일반적으로 레이더 강수량 추정에 활용되는 Marshall-Palmer 관계식은 강수현상의 계절적 변동성을 고려하지 않고 선별된 강수사상에 대하여 시공간적으로 고정된 매개변수를 적용하여 레이더 강수량을 추정하므로 실제 강수량과 추정된 레이더 강수량은 정량적인 오차가 발생할 수 있다. 이러한 제약성을 극복하고자 본 연구는 장기간 레이더 반사도 인자를 가용하여 레이더 반사도-강수량 관계식 매개변수를 Bayesian 추론기법으로 보정하고 불확실성을 정량화하여 레이더 강수량의 편의 보정을 수행하였다. Bayesian 추론기법 기반으로 추정된 레이더 반사도-강수량 관계식의 보정 매개변수는 계절성이 규명되었으며 지역적 특성이 존재하였다. Bayesian 추론기법을 통하여 산정된 레이더 강수량은 Marshall-Palmer 관계식의 과소추정 문제를 극복하고 지상 강수특성을 정량적으로 현실성 있게 재현하였다. 본 연구결과는 집중호우 발생 시 능동적인 유역단위 수자원 해석 시스템을 구축하여 국가적 레이더 자원의 가치를 향상할 수 있을 것으로 판단된다.

Characteristics of Atmosphere-rice Paddy Exchange of Gaseous and Particulate Reactive Nitrogen in Terms of Nitrogen Input to a Single-cropping Rice Paddy Area in Central Japan

  • Hayashi, Kentaro;Ono, Keisuke;Matsuda, Kazuhide;Tokida, Takeshi;Hasegawa, Toshihiro
    • Asian Journal of Atmospheric Environment
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    • 제11권3호
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    • pp.202-216
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    • 2017
  • Nitrogen (N) is an essential macronutrient. Thus, evaluating its flows and stocks in rice paddy ecosystems provides important insights into the sustainability and environmental loads of rice production. Among the N sources of paddy fields, atmospheric deposition and irrigation inputs remain poorly understood. In particular, insufficient information is available for atmosphere-rice paddy exchange of gaseous and particulate reactive N (Nr, all N species other than molecular N) which represents the net input or output through dry deposition and emission. In this study, we assessed the N inputs via atmospheric deposition and irrigation to a Japanese rice paddy area by weekly monitoring for 2 years with special emphasis on gas and particle exchange. The rice paddy during the cropping season acted as a net emitter of ammonia ($NH_3$) to the atmosphere regardless of the N fertilizer applications, which reduced the effects of dry deposition to the N input. Dry N deposition was quantitatively similar to wet N deposition, when subtracting the rice paddy $NH_3$ emissions from N exchange. The annual N inputs to the rice paddy were 3.2 to $3.6\;kg\;N\;ha^{-1}\;yr^{-1}$ for exchange, 8.1 to $9.8\;kg\;N\;ha^{-1}\;yr^{-1}$ for wet deposition, and 11.1 to $14.5\;kg\;N\;ha^{-1}\;yr^{-1}$ for irrigation. The total N input, 22.8 to $27.5\;kg\;N\;ha^{-1}\;yr^{-1}$, corresponded to 38% to 55% of the N fertilizer application rate and 53% to 67% of the brown rice N uptake. Monitoring of atmospheric deposition and irrigation as N sources for rice paddies will therefore be necessary for adequate N management.

Variability in Ash, Crude Protein, Detergent Fiber and Mineral Content of Some Minor Plant Species Collected From Pastures Grazed by Goats

  • Serra, A.B.;Serra, S.D.;Orden, E.A.;Cruz, L.C.;Nakamura, K.;Fujihara, T.
    • Asian-Australasian Journal of Animal Sciences
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    • 제10권1호
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    • pp.28-34
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    • 1997
  • This study was conducted to determine the protein content, cell wall fractions, and mineral concentrations of some minor plant species collected for one year in pastures grazed by goats in the Philippines. An assessment of nutrient variability and a comparison of forage protein and mineral concentrations to the critical value of protein and minerals based on animal needs were also studied. The plant species were the following: grasses(Axonopus compressus, Eleusine indica, Rottboellia exaltata); legumes (Aeschynomene indica, Calopogonium muconoides, Desmodium tortousum); and herbs (Corchorus olitorius, Ipomea aquatica, Sida acuta, Synedrella nodiflora). The two seasons (dry and wet) were subdivided into Dry-1 (December to February, 132 mm total rainfall), Dry-2 (March to May, 25 mm total rainfall), Wet-1 (June to August, 1,138 mm total rainfall), and Wet-2 (September to November, 1,118 mm total rainfall). Results showed that significant differences were obtained on various nutrient fractions including those mineral concentrations across species. Across season, acid detergent lignin (ADL) had higher (p < 0.05) value at Dry-1. Legumes and herbs were higher in crude protein (CP) especially Sida acuta. Grasses showed the highest neutral detergent fiber (NDF) and acid detergent fiber (ADF) with the addition of Sida nodiflora (herb) for it contained high NDF. Aeschynomene indica contained the highest amount of ADL and the herbs (Ipomea aquatica and Sida acuta) had exceptionally high concentration of minerals. Coefficient variation of the various nutrient values ranged from 27.3 to 136.7%. Some forage minerals appeared to be deficient (sodium, phosphorus and copper) or excess (molybdenum) for the whole or part of the year. This study shows that some minor plant species could extend the range of concentration of some nutrients (i.e., CP and minerals) beyond that normally found in conventional pasture species.

Chemical Composition Characteristics of Precipitation at Two Sites in Jeju Island

  • Kang, Chang-Hee;Kim, Won-Hyung;Lee, Won
    • Bulletin of the Korean Chemical Society
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    • 제24권3호
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    • pp.363-368
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    • 2003
  • The major ionic components of precipitation collected at the 1100 Site of Mt. Halla and Jeju city have been determined. The reliability of the analytical data was verified by the comparison of ion balances, electric conductivities and acid fractions; all of their correlation coefficients were above 0.94. Ionic strengths lower than $10^{-4}$ M were found in 53% of the 1100 Site samples and 28% of the Jeju city samples. Compared with other inland areas, the wet deposition of $Na^+,\;Cl^-\;and\;Mg^{2+}$ was relatively larger, but that of $NH_4^+,\;nss-SO_4^{2-}$(non-sea salt sulfate) and $NO_3^-$ was lower. Especially the wet deposition increase of $Ca^{2+}$ in the spring season supports the possibility of the Asian Dust effect. The acidification of precipitation was caused mostly by $SO_4^{2-}\;and\;NO_3^-$ in the Jeju area, and the organic acids have contributed only about 7% to the acidity. The neutralization factors by NH₃were 0.47 and 0.48, and that of CaCO₃was 0.31 and 0.25 at the 1100 Site and Jeju city, respectively. Investigation into major influencing sources on precipitation components by factor analysis showed that the precipitation at the 1100 Site had been influenced mostly by an anthropogenic source, followed by soil and seawater sources. The precipitation at Jeju city was mainly influenced by oceanic sources, followed by anthropogenic and soil sources.

동절기 아파트 골조공사의 적정공기 산정에 관한 연구 - 기준층 사이클 공정분석을 중심으로 - (Optimization of Estimating Duration of the Structural Frame for the High-rise Apartment Housing during the Winter season -Focusing on One Cycle Time Scheduling Mechanism of the Typical Floor-)

  • 방종대;한충희;김선국
    • 한국건설관리학회논문집
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    • 제5권6호
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    • pp.170-178
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    • 2004
  • 공공 발주기관의 동절기 공사불능기간의 운영은 공사기간을 길게 하고, 건설사업비를 증가시킨다. 또한, 건설인력의 활용을 어렵게 하여 근로소득을 감소시킴으로써 국가 경제에도 나쁜 영향을 미친다. 그러므로 골조공사는 동절기에도 시행되어야 할 것이다. 그러나 동절기 골조공사는 평상계절과 동일한 속도로 진행할 수 없기 때문에 별도의 공기산정 방법이 필요하다. 본 연구에서는 공정메커니즘 분석을 통하여 동절기 골조 기준층 1사이클의 실작업일수를 구하고, 5년간의 달력 및 기상청 자료를 이용하여 동절기 5년 평균 비작업일수를 분석하였다. 분석된 실작업일수와 비작업일수를 통합하여 동절기 골조 기준층 1사이클의 적정 공기를 제안하고, 이를 실적자료와 비교하여 검증하였다. 본 연구결과는 동절기 골조공사의 공기산정에 유용하게 활용될 수 있을 것이다.

CHEMICAL COMPOSITION AND NUTRITIVE VALUE OF THE Gliricidia sepium PROVENANCES IN DRYLAND FARMING AREA IN BALI, INDONESIA

  • Sukanten, I.W.;Uchida, S.;Nitis, I.M.;Lana, K.;Putra, S.
    • Asian-Australasian Journal of Animal Sciences
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    • 제8권3호
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    • pp.231-239
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    • 1995
  • Alley cropping field experiment has been carried out for 24 months in lime-stone based dryland farming area of southern Bali to study the chemical composition and nutritive value of 16 provenances of Gliricidia sepium The design was a completely randomized block: arrangement, consisted of 16 treatments (G. sepium provenances) and 6 blocks as replications with 12 plants per provenance. Of the 16 gliricidia provenances, six were from Mexico (M), four were from Guatemala (G), one each was from Colombia (C), Indonesia (I), Nicaragua (N), Panama (P), Costa Rica (R) and Venezuela (V). After 12 months establishment, the gliricidia were lopped at 150 cm height regularly 4 times a year, twice during the 4 months wet season and twice during the 8 months dry season. The highest ash, mineral, total soluble phenol, prussic acid and digestibility were in V1; the highest crude fiber component was in M39; the highest gross energy was in P13, while the highest organic matter was in M35. Based on the highest nutritive constituents, V1, C24 and G14 were ranked first, second and third respectively, while based on the lowest non-nutritive constituents C24, V1 and N14 were ranked first, second and third, respectively. The importance of such provenances as source of nutrients for the ruminant during the dry season were discussed.

The Nutritive Value of Rice Straw in Relation to Variety, Urea Treatment, Location of Growth and Season, and its Prediction from in Sacco Degradability

  • Soebarinoto, Soebarinoto;Chuzaemi, Siti;van Bruchem, Jaap;Hartutik, Hartutik;Mashudi, Mashudi
    • Asian-Australasian Journal of Animal Sciences
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    • 제10권2호
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    • pp.215-222
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    • 1997
  • Ten rice varieties were planted at two locations (lowland and highland), during the wet and dry seasons of different years. In vivo digestibility and voluntary intake of the straw, were determined in groups of fat-tail sheep, supplemented with $18g{\cdot}kg^{-0.75}$ concentrate DM, containing ~20% crude protein. Voluntary intake of digestible straw organic matter (DOMI) consistently varied from 15.2 to $20.9g{\cdot}kg^{-0.75}$ between straw varieties, averaged over locations, years and seasons, despite considerable variation between individual batches. This variation in the nutritive value of the straw was independent of straw and grain yield, so it would seem that there is scope for selection of rice varieties with straw of higher nutritive value. The variation in DOMI of straw among location of growth, year and season, was of a magnitude similar to the improvement brought about by urea-ammoniation. The in sacco degradation characteristics and digestibility of rice straw residues were superior to those of the offered straw. This can be attributed to a preference for rice straw leaves relative to stems. Averaged over location of growth, year and season, characteristics of in sacco degradation, i.e. the rate of fermentative degradation and the truly undegradable fraction, emerged as accurate predictors of the nutritive value of rice straw.

Initial Stage of Atmospheric Corrosion of Carbon and Weathering Steels in Thailand Climate

  • Nii, K.;Bhamornsut, C.;Chotimongkol, L.;Vutivat, E.;Nakkhuntod, R.;Jeenkhajohn, P.;Suphonlai, S.
    • Corrosion Science and Technology
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    • 제2권4호
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    • pp.183-188
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    • 2003
  • Corrosion of carbon and weathering steels were evaluated under 3 environmental exposures in Thailand (urban, rural and marine) for a year. The seasonal study was designed to determine different corrosion mechanisms by 6 months of dry season and 6 months of rainy season in a year. The sheltered exposure racks were used to determine the washing effect of min. At each site, climatic and pollutants analyses were carried out. The present study showed that the difference in corrosion rates of carbon and weathering steels was not so distinguished in both rural (AIT) and urban (TISTR) environments. The corrosion rate of weathering steel was somewhat lower than that of carbon steel and the decreasing tendency of corrosion rate with time was slightly higher for weathering steel than for carbon steel. In marine (Rayong) environment, the corrosion rate was higher and the effect of wet and dry seasons was observed. The corrosion rate in 6 dry months was higher for direct exposure than for sheltered exposure. However, in 6 rainy months. the corrosion rate of sheltered exposure was higher than that of direct exposure. In direct exposure for I year, that is, the first 6 dry months and the next 6 rainy months, the corrosion rate decreased with time. but in sheltered exposure, the corrosion rate did not decrease with time. instead, increased in the next 6 rainy months. This indicated that the protect ive layer formed in the first 6 dry months could be destroyed by high deposition of chloride to r sheltered exposure in the next 6 rainy months; whereas the rust layer for direct exposure could be kept sound due to washing effect in rainy season, even though the deposition rate of chloride was almost the same for direct and sheltered exposures. In marine environment, the weathering steel showed higher corrosion resistance than carbon steel but its corrosion rate was higher than those in other environments.

Simulation of IWR Based on Different Climate Scenarios

  • Junaid, Ahmad Mirza;Arshad, M.;Choi, Kyung-Sook
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2016년도 학술발표회
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    • pp.519-519
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    • 2016
  • Upper Chenab Canal (UCC) is a non-perennial canal in Punjab Province of Pakistan which provides irrigation water only in summer season. Winter and summer are two distinct cropping season with an average rainfall of about 161 mm and 700 mm respectively. Wheat-rice is common crop rotation being followed in the UCC command area. During winter season, groundwater and rainfall are the main sources of irrigation while canal and ground water is used to fulfil the crop water requirements (CWR) during summer. The objective of current study is to estimate how the irrigation water requirements (IWR) of the two crops are going to change under different conditions of temperature and rainfall. For this purpose, 12 different climatic scenarios were designed by combining the assumptions of three levels of temperature increase under dry, normal and wet conditions of rainfall. Weather records of 13 years (2000-2012) were obtained from PMD (Pakistan Meteorological Department) and CROPWAT model was used to simulate the IWR of the crops under normal and scenarios based climatic conditions. Both crops showed a maximum increase in CWR for temperature rise of $+2^{\circ}C$ i.e. 8.69% and 6% as compared to average. Maximum increment (4.1% and 17.51% respectively) in IWR for both wheat and rice was recorded when temperature rise of $+2^{\circ}C$ is coupled with dry rainfall conditions. March & April during winter and August & September during summer were the months with maximum irrigation requirements. Analysis also showed that no irrigation is needed for rice crop during May and June because of enough rainfall in this area.

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