• 제목/요약/키워드: Leaf Area Index

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Optimal Time Period for Using NDVI and LAI to Estimate Rice Yield

  • Yang, Chwen-Ming;Chen, Rong-Kuen
    • Proceedings of the KSRS Conference
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    • 2003.11a
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    • pp.10-12
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    • 2003
  • This study was to monitor changes of leaf area index (LAI) and normalized difference vegetation index (NDVI), calculated from ground-based remotely sensed high resolution reflectance spectra, during rice (Oryza sativa L. cv. TNG 67) growth so as to determine their relationships and the optimum time period to use these parameters for yield prediction. Field experiments were conducted at the experimental farm of TARI to obtain various scales of grain yield and values of LAI and NDVI in the first and the second cropping seasons of 2001-2002. It was found that LAI and NDVI can be mutually estimated through an exponential relationship, and hence plant growth information and spectral remote sensing data become complementary counterparts through this linkage. Correlation between yield and LAI was best fitted to a nonlinear function since about 7 weeks after transplanting (WAT). The accumulated and the mean values of LAI from 15 days before heading (DBH) to 15 days after heading (DAH) were the optimum time period to predict rice yield for First Crops, while values calculated from 15 DBH to 10 DAH were the optimal timing for Second Crops.

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Inter-Annual and Intra-Annual Variabilities of NDVI, LAI and Ts Estimated by AVHRR in Korea

  • Ha, Kyung-Ja;Oh, Hyun-mi;Kim, Ki-Young
    • Korean Journal of Remote Sensing
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    • v.17 no.2
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    • pp.111-119
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    • 2001
  • This study analyzes time variability of the normalized difference vegetation index (NDVI), the leaf area index (LAI) and surface temperature (Ts) estimated from AVHRR data collected from across the Korean peninsula from 1981 to 1994. In the present study, LAI defined as vegetation density, as a function of NDVI applied for the vegetation types and Ts defined by the split-window formulation of Becker and Li (1990) with emissivity of a function of NDVI, are used. Results of the inter-annual, intra-annual and intra-seasonal variabilities in Korea show: (1) Inter-annual variability of NDVI is generally larger in the southem and eastern parts of the peninsula than in the western part. This large variability results from the significant mean variation. (2) Inter-annual variability of Ts is larger in the areas of smaller NDVI. This result shows that the NDVI play a small role in emissivity. (3) Inter-annual variability of LAI is larger in the regions of higher elevation and urban areas. Changes in LAI are unlikely to be associated with NDVI changes. (4) Changes in NDVI and Ts are likely dominant in July and are relatively small in spring and fall. (5) Urban effect would be obvious on the time-varying properties of NDVI and Ts in Seoul and the northern part of Taejon, where NDVI decreases and Ts increases with a significant magnitude.

A Field Experiment Study on the Use of OSMI Wave Bands for Agricultural Applications

  • Hong, Suk-Young;Rim, Sang-Kyu;Jung, Won-Kyo
    • Korean Journal of Remote Sensing
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    • v.15 no.4
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    • pp.307-319
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    • 1999
  • The aim of this study is to assess the OSMI (Ocean Scanning Multi-spectral Imager), whose central bands are 443nm, 490nm, 510nm, 555nm, 670nm, and 865nm, for agricultural applications. Radiance measurements, used to determine per cent reflectance of canopies and soils, were acquired with spectro-radiometers (Li-1800;330∼1,100nm, GER-SFOV;350∼2,500nm, and MSR-7000; 300∼2,500nm) in situ for crops and indoors for soils. OSMI equivalent bands and their ratio values were prepared(20nm interval for bands 1∼5; 40nm interval for band 6) by averaging spectral reflectance values to the real OSMI bands and analyzed as to crop growth parameters, leaf area index (LAI), total dry matter, and growth index in crops and physiochemical properties in soils. Spectral variations for each growth stage in rice and for crop discrimination in upland crops were significant statistically. In soils, clay and water content, CEC (Cation Exchange Capacity), free iron oxide, and some cation content were correlated with the OSMI equivalent bands. The result of this study shows OSMI wave bands would be promising for agricultural application in terms of spectral information and resolution.

Study on Quantitative Growth Analysis in Yam(Dioscorea spp.) (마의 생장해석(生長解析)에 관(關)한 연구(硏究))

  • Cho, Ji-Hyoung;Lee, Seong-Phil;Oh, Sei-Myoung
    • Korean Journal of Medicinal Crop Science
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    • v.8 no.4
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    • pp.362-372
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    • 2000
  • This study was conducted to obtain the basic information on the production of high yield and qualitied yam in Andong, major yam-producing district, in Kyongbuk province, using three major Yam cultivars, such as Danma, Jangma and Alata (round type). Alata showed the longest tuber width while Jangma showed the longest tube length. Danma showed the highest tube yield at 2,123 kg/10a. Tubes of Alata had higher dry ratio than those of other cultivars, suggesting that Alata could be used as good processing materials. Characteristics of top parts, such as vine length, leaf number, and lateral vine number showed typical sigmoid curves. Tuber characteristics such as length, width and fresh weight of tuber were linearly increased as the growth period was progressed. Relative growth rate (RGR) for new tuber and stem reached the highest value at 86 DAT (days after transplanting). There were similar tendencies among the cultivars in net assimilation rate (NAR). The highest crop growth rate (CGR) was appeared at 156 DAT regardless of cultivars. In the changes of leaf area ratio (LAR), there were significant differences among three cultivars. LAR were decreased at 86, 106 and 136 DAT for Alata, Danma and Jangma, respectively. However, specific leaf weight (SLW) was greatly increased at 176 DAT, and leaf area index (LAI) was decreased at 156 DAT in all cultivars.

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Changes in Growths of Tomato and Grafted Watermelon Seedlings and Allometric Relationship among Growth Parameters as Affected by Night Temperature (야간온도에 따른 토마토묘와 수박 접목묘의 생육과 생육지표간 상대적 관계)

  • Kang, Yun-Im;Kwon, Joon-Kuk;Park, Kyoung-Sub;Choi, Hyo-Gil;Choi, Gyeong-Lee;Lee, Si-Young;Cho, Myeong-Whan;Kim, Dae-Young;Kang, Nam-Jun
    • Journal of agriculture & life science
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    • v.45 no.6
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    • pp.9-19
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    • 2011
  • This study aimed to investigate the effect of night temperature on tomato and grafted watermelon seedlings, particularly, shoot height, leaf area, stem diameter, and total dry weight and relationship among the growth parameters which are used to evaluate healthy seedling. Plants were grown at 10, 15, and $20^{\circ}C$. Leaf area index (LAI) and total dry weight of tomato seedlings weight deceased more significantly under $10^{\circ}C$ than other night temperature regimes. In grafted watermelon seedlings, shoot height increased shapely and stem diameter decreased under $20^{\circ}C$. Increasing the integral temperature, leaf area of tomato seedlings under $10^{\circ}C$ decreased and shoot height of grafted watermelon seedlings increased although temperature integrals are same. The relationships among the growth parameter were changed upon the night temperature. Stem diameters of tomato seedlings had upward tendency with increase of shoot height, but there were no significant differences among night temperature regimes. Shoot hight of grafted watermelon seedlings had no relationship with shoot height. These results indicate that shoot height and stem diameter of tomato seedlings is not appropriate for assessing seedlings quality but shoot height of grafted watermelon seedlings with stem diameter is available.

Qualities and Early Growth Responses of Paprika Seedlings Grown in High and Low Temperatures (고온 및 저온에서 육묘된 파프리카 묘의 소질과 정식 후 초기 생육 반응)

  • Cho, Yun-Hee;Kim, Chi-Seon;Kim, Jeong-Man;Ku, Yang Gyu;Kim, Ho Cheol
    • Horticultural Science & Technology
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    • v.34 no.5
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    • pp.719-726
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    • 2016
  • The effect of high and low temperatures on seedling quality while raising of paprika (Capsicum annuum L.) seedlings, and their early development after planting was investigated. The control raising seedling temperature (RST) was $23^{\circ}C$; high temperature, $31^{\circ}C$; and low temperature, $15^{\circ}C$ throughout the raising seedling period. At $15^{\circ}C$ and $30^{\circ}C$, plant height, stem diameter, fresh weight, dry weight, number of leaves, and seedling leaf area were significantly lower than those at $23^{\circ}C$. At 4 weeks after planting, seedling's growth characteristics showed a similar pattern. Compared to $23^{\circ}C$, seedlings raised at $15^{\circ}C$ and $30^{\circ}C$ had an increased dry weight and leaf area per unit time after planting than during the seedling raising period. At 4 weeks after planting, crop growth rate and leaf area index were unaffected by RST, and relative growth rate and net assimilation rate at RSTs of $15^{\circ}C$ and $31^{\circ}C$ were higher than those those at RST of $23^{\circ}C$. At an RST of $15^{\circ}C$, growth speed and net assimilation rates were higher after planting than before planting, according to increased photosynthetic rate. Thus, high and low temperatures during the seedling raising period significantly reduced seedling growth and plant growth after planting. After planting, seedlings raised at $15^{\circ}C$ recovered more quickly than did those raised at $31^{\circ}C$.

Analysis of the Variability of Leaf Area Index Derived From NOAA-AVHRR Satellite Image Data for South Korea (NOAA-AVHRR 자료로부터 유도된 남한지역 LAI 변화 분석)

  • Kim, Gwang-Seob;Yim, Tae-Kyung
    • Proceedings of the Korea Water Resources Association Conference
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    • 2005.05b
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    • pp.908-911
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    • 2005
  • 지표와 대기사이에서 식물의 광합성 및 증발산 능력과 밀접하게 관련되어 있는 엽면적지수는 식생밀도를 나타낼때 사용되는 식생지수이다. 본 연구에서는 NOAA-AVHRR 자료를 사용한 엽면적지수를 사용하여 남한지역 엽면적지수의 시공간변화도와 주기성분석을 실시하였고 소양강댐유역, 안동댐유역과 주요 도시의 엽면적지수의 월별, 년별, 계절별 추세를 분석하였다. 추세분석결과 월추세 분석에서는 장기간의 뚜렷한 변동성을 나타내지는 않았지만 겨울과 봄 보다는 여름과 가을에 식생의 밀도가 더 높은 계절적인 요인에 많은 영향을 받는 것을 볼 수 있었다. 시간변화 분석결과 계절변화를 제외한 특별한 장기변동을 확인할 수 없었으며 엽면적지수의 공간 변화는 정규식생지수가 보여주는 지형이나 위도의 변화와 밀접한 관계를 가지는 변화양상을 보여주지 않았다. 이는 농지 및 삼림 등의 인위적 조성으로 인한 엽면적지수의 공간변화도 양상과 관계있다 하겠다.

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Study on Response of Ecosystem to the East Asian Monsoon in Eastern China Using LAI Data Derived from Remote Sensing Information

  • Zhang, Jiahua;Yao, Fengmei;Fu, Congbin
    • Proceedings of the KSRS Conference
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    • 2003.11a
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    • pp.1298-1300
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    • 2003
  • Based on the Leaf Area Index (LAI) data derived from remote sensing information and eco-climate data, the responses of regional ecosystem variations in seasonal and interannual scales to the East Asian monsoon are studied in this paper. It is found that the vegetation ecosystems of eastern China are remarkably correlated with the East Asian monsoon in seasonal and interannual scales. In the seasonal timescale, the obvious variations of the vegetation ecosystems occur with the development of the East Asian monsoon from the south in the spring to the north in the autumn. In the interannual scale, high LAI appears in the strong East Asian monsoon year, whereas low LAI is related to the weak East Asian monsoon year. These further lead to the characteristic of 'onsoon-driven ecosystem' in the eastern China monsoon region, which can be revealed by LAI.

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Developing a Mathematical Model For Wheat Yield Prediction Using Landsat ETM+ Data

  • Ghar, M. Aboel;Shalaby, A.;Tateishi, R.
    • Proceedings of the KSRS Conference
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    • 2003.11a
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    • pp.207-209
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    • 2003
  • Quantifying crop production is one of the most important applications of remote sensing in which the temporal and up-to-date data can play very important role in avoiding any immediate insufficiency in agricultural production. A combination of climatic data and biophysical parameters derived from Landsat7 ETM+ was used to develop a mathematical model for wheat yield forecast in different geographically wide Wheat growing districts in Egypt. Leaf Area Index (LAI) and fraction of Absorbed Photosynthetically Active Radiation (fAPAR) with temperature were used in the modeling. The model includes three sub-models representing the correlation between the reported yield and each individual variable. Simulation results using district statistics showed high accuracy of the derived correlations to estimate wheat production with a percentage standard error (%S.E.) of 1.5% in El- Qualyobia district and average (%S.E.) of 7% for the whole wheat areas.

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Climate and Land Cover Controls over MODIS-derived Water Use Efficiency in a Korean Peninsula (기후 및 토지 피복에 따른 한반도 지역의 수분 이용효율)

  • Kim, Jeong Bin;Um, Myoung-Jin;Kim, Yeonjoo
    • Proceedings of the Korea Water Resources Association Conference
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    • 2016.05a
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    • pp.140-140
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    • 2016
  • 수분 이용효율(Water Use Efficiency, WUE)은 식생이 흡수한 수분 중 증발산에 이용한 비율로, 육상생태계의 수문학적 순환 및 탄소 순환의 기능을 측정할 수 있는 중요한 지표이다. 또한 이는 특정 지역의 기후 조건이나 토지 피복과 같은 다양한 요인에 따라 변할 수 있다. 본 연구에서는 한반도에서 2010년부터 2014년까지의 기후 요인(강수, 기온)과 토지 피복에 따른 WUE의 변화를 살펴본다. MODerate resolution Imaging Spectroradiometer (MODIS) 기반 총일차생산성(Gross Primary Productivity, GPP), 증발산량(Evapotranspiration, ET), 잎면적지수(Leaf Area Index, LAI)와 Willmot의 기상자료 등 대상지역에 대한 격자 자료를 사용한다. 구체적으로 숲, 초원, 농지와 같이 다양한 토지 피복 조건에 대한 월간 및 연간 WUE(=GPP/ET)를 산정하고, 이의 LAI나 기후 조건(강수, 기온)과의 관계를 분석하고자 상관성 및 요인 분석을 진행한다. 기후 조건 및 토지 피복 조건을 고려한 15년간 한반도에서의 WUE의 변화에 대한 분석은 앞으로의 수자원 관리 및 산림 정책에 활용할 수 있을 것으로 판단된다.

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