• 한국작물학회지
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• 제44권2호
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• pp.159-162
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• 1999

This study was carried out to determine the optimum harvest date of unshelled immature peanuts and dried kernels from 60 to 120 days after flowering. Fresh pod yield of spanish-type variety, 'Shaedl-tangkong(SD)' reached a peak of 9,140kg/ ha at 70 (days after flowering(Aug. 13) while that of virginia-type variety, 'Daepoongtangkong(DP)' reached a peak of 8,820kg/ha at 90 days(Sept. 11) after flowering. SD and DP showed maximum fresh kernel yield of 6,090 and 6,470kg/ha at 90 days after flowering (Sept. 11), respectively, while dry kernel yield reached a peak of 3,300 and 3,720kg/ha at 110 days(Oct. 1), respectively. Oil content of SD and DP were the highest at 90 days and 100 days after flowering, respectively and the oil content of two varieties increased rapidly from 60 to 90 days. Tannin content of the seed hull of SD increased continuously until 110 days after flowering while that of DP maximized at 100 days. The tannin content of the two varieties increased rapidly from 60 to 100 days. Total sugar of SD and DP showed highest content at 60 days and 70 days after flowering, respectively and suger content decreased very rapidly until 80 days and after that sugar content kept nearly constant. Oil, tannin and total sugar content of spanish-type SD were higher than those of virginia-type DP.

• International Journal of Computer Science & Network Security
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• 제23권9호
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• pp.17-28
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• 2023

Today Agriculture segment is a significant supporter of Indian economy as it represents 18% of India's Gross Domestic Product (GDP) and it gives work to half of the nation's work power. Farming segment are required to satisfy the expanding need of food because of increasing populace. Therefore, to cater the ever-increasing needs of people of nation yield prediction is done at prior. The farmers are also benefited from yield prediction as it will assist the farmers to predict the yield of crop prior to cultivating. There are various parameters that affect the yield of crop like rainfall, temperature, fertilizers, ph level and other atmospheric conditions. Thus, considering these factors the yield of crop is thus hard to predict and becomes a challenging task. Thus, motivated this work as in this work dataset of different states producing different crops in different seasons is prepared; which was further pre-processed and there after machine learning techniques Gradient Boosting Regressor, Random Forest Regressor, Decision Tree Regressor, Ridge Regression, Polynomial Regression, Linear Regression are applied and their results are compared using python programming.

• 한국작물학회:학술대회논문집
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• 한국작물학회 2017년도 9th Asian Crop Science Association conference
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• pp.184-184
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• 2017

Organic matter is very important and essential factor to maintain productivity of paddy field. But as meat consumption and the demand of grain increase, the demand of forage also increased gradually in Korea. So the amount of organic matter in paddy field have been declined gradually by the reduction of return of rice straw for the forage use for cattle. There is not enough alternative resources for forage, we guess this trend of organic matter decline in paddy field would continue for the time being in Korea. So this study was performed to confirm the variation of organic matter and change of rice yield to select suitable rice cultivars which yield reduction is small in condition of organic matter decrease in paddy field. To confirm the change of rice growth and yield in condition of organic matter decrease in paddy field, we transplanted 10 rice cultivars which yield reduction are small in low fertilizer condition. We transplanted it Buan where double cropping of winter barley continues several years on June 10. Planting density were $70plants/3.3m^2$ Fertilizer amount was $N-P_2O_5-K_2O=9-4.5-5.7kg/10a$ and fertilizer split application of nitrogen was basal-tillering stage-panicle initiation = 50-20-30%. And in the other cultivation management, we observed rice standard culture of NICS. In paddy field where withdraw straws of barley and rice, the organic matter content showed tendency to decrease as the years go on. During rice cultivation season, organic matter decreased little by little, but it increased again after rice harvest season. Rice yield was more in order of Sodami, Chunghaejinmi and Saenuri. We judge that there is an advantage in rice yield of rice cultivars which have later heading date because of suitable ripening temperature. Although Sobibyeo and Shindongjinbyeo showed high yield, head rice yield decreased severely owing to chalky and cracked rice.

• 한국작물학회:학술대회논문집
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• 한국작물학회 2022년도 추계학술대회
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• pp.122-122
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• 2022

In order to investigate changes in rice yield and quality according to phosphate and potassium fertilization levels when nitrogen fertilizer was applied at 7 kg·10a^-1, a field experiment was conducted at National Institute of Crop Science of Korea in 2021. Three Korean rice varieties were grown in paddy fields, and phosphate and potassium fertilizer were treated at three levels(N-P-K 7-4.5-5.7 kg·10a^-1, 7-3-3 kg·10a^-1, 7-0-0 kg·10a^-1). When phosphate and potassium fertilizers were not treated, the yield of Ilpum and Chilbo was significantly reduced, and there was no significant difference in Hopyung. The head rice ratio was significantly lower in the untreated plot of Hopyung and Chilbo, but there was no significant difference in the Ilpum. Protein content was significantly decreased in the untreated plot of Chilbo, and there was no significant difference in other varieties. As a result of this study, it was confirmed that yield, head rice ratio, and protein content were lowered when phosphate and potassium fertilizers were not treated, and the degree of decrease was different depending on the variety.

• 농업과학연구
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• 제43권3호
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• pp.330-339
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• 2016

The effect of transplanting and harvest timing was evaluated for the production of high quality pigmented rice in the Yeongnam plain area. Rice was transplanted on June $2^{nd}$ and $14^{th}$ and harvested between 35 - 55 days after panicle heading at 5 - day intervals. Three black- and 3 red-pigmented rice cultivars (such as early cultivar : Josengheugchal, Jeogjinju; medium cultivar : Heugseol, Hongjinju; and mid-late cultivar : Sintoheugmi, Geongganghongmi) were studied. Yield components like spikelet number, ripened grain ratio, and 1,000 - grain weight of the black- and red-pigmented rice cultivars were similar for both the June 2 and June 14 transplantings but panicle number per $m^2$ was higher for the June 14 transplanting than for June 2. This contributed to a higher brown rice yield for the June 14 transplanting, by 6 - 19% for black-pigmented rice, and by 10 - 21% for red-pigmented rice than the yield for the June 2 transplanting. Total anthocyanin and polyphenol productions of the pigmented rice were also higher in the June 14 transplanting than that in the June 2 transplanting due to high brown rice yield. Based on the combined pigmented brown rice yield, we concluded that the optimal harvest timing would be 40 - 45 days after panicle heading (DAH) for the black-pigmented rice and 45 - 50 DAH for the red-pigmented rice. This study suggests that optimum transplanting and harvest timings play an important role for production of high quality pigmented rice in the Yeongnam plain area.

• 한국작물학회지
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• 제31권3호
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• pp.318-325
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• 1986

논보리 수량에 미치는 기상의 영향을 구명하고자 답리작 9개 시험지에서 12개년간 수행한 올보리의 보리쌀 수양성적을 발표하고 이 시기에 조사된 수량구성요소와 기상관측치와의 관계를 검토하였던 바 몇가지 결과를 얻었기에 여기에 보고하는 바이다. 1. 보리쌀 수량은 전작에 비하여 답리작에서 감수되었고 지역간에도 차이가 현저하였으며 경남은 보리 재배에 안전성이 있었다. 2. 보리쌀 수량의 연차간 변리계수는 12.2~42.6%로서 풍ㆍ흉연간의 차이가 현저하였고, 출수기는 풍년이 흉년보다 남부가 중부보다 빨랐으며, 출수기와 수양간에는 부의 유의상관이 존재하여 출수기가 빠른 것이 증수되었다. 3. 풍년은 흉년보다 간장이 긴반면 수장은 짧은 경향이었고 수당입수는 비슷하였으나 천립중은 가벼웠으며 수수와 수량과는 고도의 정의 유의상관이 인정되어 풍ㆍ흉에 관계없이 수수가 $m^2$당 500개 이상이었던 것은 보리쌀이 10a당 250kg 이상 생산되었다. 4. 보리의 수량에 미친 온도는 풍년이 흉년에 비하여 감온성에 영향하는 영양생장기는 고온으로 교대기는 저온으로 경과되었고 감광에 지배되는 생식생장기는 비슷하였으며 월동기간의 온도와 보리 수양간에는 일정한 경향이 없었다. 5. 강우량은 풍년이 흉년보다 파종기는 적었고 유묘기에는 많았으나 월동기간에는 적었다. 4월 상순의 강우량과 논보리 수량과는 부의 유의상관이 있었는데 이 시기에 강우량이 40mm 이상이었던 것은 보리쌀이 10a당 250kg 이하로 생산되어 보리의 수량 결정적인 영향을 하있으며 4월 중순 이후에는 풍년이 흉년보다 다소 많은 경향이었다. 6. 일조시간은 풍년이 흉년보다 파종기에는 길었고 월동기간은 짧았으며 해동후 수확기까지는 긴 상태로 경과하였는데 일조시간이 보리 수량에 미친 영향은 온도 및 강우량보다 명백하지 않았다.

• 한국유기농업학회지
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• 제19권spc호
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• pp.153-156
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• 2011

Supplying rate of nitrogen at HV was 172.8 kg $ha^{-1}$, HV/B was 64.3 kg $ha^{-1}$ and B was 38.6 kg $ha^{-1}$. The Rice yield was 7.05 ton $ha^{-1}$ when the nitrogen supply was the largest with HV and 5.42 ton $ha^{-1}$ was produced on HV/B. The chemical characteristics of soil have lower pH and exchangeable cations(Ca and Mg) at B, HV and HV/B, rather than at CF because green manure was applied at the former step. However, the physical characteristics of the soil and the porosity showed different tendency which was that it was better at the green manure crops than CF. Nitrogen nutrient balance was showed the most balanced at CF and field of application of green manure crops were required the appropriate management if future crops would be cultivated because nitrogen nutrient could be exhausted or accumulated.

• 한국작물학회지
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• 제62권3호
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• pp.193-202
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• 2017

중부 평야지에서 최고품질 중생종 벼 '하이아미'의 밀식에 의한 수수 증가 효과와 그에 따른 수량구성요소 및 수량성 변화의 관계를 분석하고, 완전미 수량에 대한 수량 관련요소의 상대적 중요도를 평가하기 위하여 국립식량과학원 중부작물부 수원 벼 재배시험 포장에서 2014~2015년 수행한 연구 결과는 다음과 같다. 1. 단위 면적당 경수는 재식거리가 좁고 주당본수가 많을수록 증가하는 경향이었는데, 벼 생육이 진전됨에 따라 그 차이는 적어졌으나 이러한 경향은 수확기 수수까지 유지되었다. 2. 완전미 수량은 재식거리에 따라 2014년에는 유의한 차이가 없었고 2015년에는 $30{\times}18cm$에서만 감소하였으며, 두 해 모두 주당본수가 적을수록 높았다. 3. 단위 면적당 포기수와 주당본수 증가에 의하여 $m^2$당 수수는 많아졌으나, 밀식에 의한 수수 증가가 완전미 수량에는 영향을 미치지 않았다. 4. 단위 면적당 수수는 수당영화수와만 부의 상관을 나타내었고, 다른 수량구성요소 및 완전미 수량과 유의한 관계를 보이지 않았다. 5. 재식거리와 주당본수 조절에 의한 완전미 수량의 변화는 완전미 비율과는 관계가 없었고 쌀수량과 직선적인 정의 상관을 보였으며, 쌀수량은 $m^2$당 영화수 증가에 따라 향상되었는데, $m^2$당 영화수는 $m^2$당 수수보다 수당영화수 증가의 영향을 크게 받았으나 이들 두 요소가 함께 영향을 미쳤다. 6. 결론적으로 중부 평야지에서 하이아미를 보통기 보비 재배하는 경우, 완전미 수량은 밀식에 의한 수수 증가로 향상되지 않으며, $m^2$당 수수와 수당영화수의 적절한 조합에 의하여 $m^2$당 영화수를 증가시켜 쌀수량을 증대시킴으로써 높일 수 있는 것으로 분석되었다.

• 대한원격탐사학회지
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• 제22권3호
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• pp.183-197
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• 2006

Combinations of visible and near-infrared (NIR) bands in an image are widely used for estimating vegetation vigor and productivity. Using this approach to understand within-field grain crop variability could allow pre-harvest estimates of yield, and might enable mapping of yield variations without use of a combine yield monitor. The objective of this study was to estimate within-field variations in crop yield using vegetation indices derived from hyperspectral images. Hyperspectral images were acquired using an aerial sensor on multiple dates during the 2003 and 2004 cropping seasons for corn and soybean fields in central Missouri. Vegetation indices, including intensity normalized red (NR), intensity normalized green (NG), normalized difference vegetation index (NDVI), green NDVI (gNDVI), and soil-adjusted vegetation index (SAVI), were derived from the images using wavelengths from 440 nm to 850 nm, with bands selected using an iterative procedure. Accuracy of yield estimation models based on these vegetation indices was assessed by comparison with combine yield monitor data. In 2003, late-season NG provided the best estimation of both corn $(r^2\;=\;0.632)$ and soybean $(r^2\;=\;0.467)$ yields. Stepwise multiple linear regression using multiple hyperspectral bands was also used to estimate yield, and explained similar amounts of yield variation. Corn yield variability was better modeled than was soybean yield variability. Remote sensing was better able to estimate yields in the 2003 season when crop growth was limited by water availability, especially on drought-prone portions of the fields. In 2004, when timely rains during the growing season provided adequate moisture across entire fields and yield variability was less, remote sensing estimates of yield were much poorer $(r^2<0.3)$.

• 한국작물학회지
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• 제51권7호
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• pp.599-607
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• 2006

논과 밭에서 콩 생산성과 생육 형질들의 측정치의 관계를 알아보기 위해 시험을 수행한 결과는 다음과 같다. 1. 단위면적당 콩 수량은 논보다 밭에서 높은 경향 이였으나 개체당종실수는 밭에서 100립중은 논에서 높은 경향이였다. 논에서 태광콩의 수량이 가장 높았고 대원콩과 황금콩 순으로 높은 경향을 나타냈다. 밭에서는 황금콩에서 가장 높은 수량을 기록했고 대원콩과 태광콩 순으로 높았다. 2. 밭에서 수확지수는 태광콩과 황금콩이 논보다 높았고 대원콩은 논에서 밭보다 유의성은 없었으나 높은 경향이었고, 전체적으로 대원콩이 논 밭 모두에서 가장 높았다. 3. 100립중은 태광콩은 유의성이 없었으나 대원콩은 밭에서 황금콩은 논에서 높았다. 4. 엽의 녹색도는 논과 밭 재배조건 모두 파종 후 4주차부터 감소되었으나,논의 경우는 6주차까지 감소하였고, 그 이후 증가하였으며 밭의 경우는 5주차에 가장 낮은 값을 기록한 후 6주차부터는 상승하였다. 5. 지상부 건물중, 협 건물중, 협수, 경장, 경직경은 태광콩과 황금콩이 밭보다 논에서 높았으며 대원콩은 밭에서 높은 경향이었다. 6. 협 생체중은 논 밭 모두 파종 후 9주차부터 점차 상승하였으나 1 cm 이하의 협수는 논에서는 12주차, 밭에서는 11주차 이후에는 세 품종 모두 증가되지 않았다. 7. 작물생장율(CGR)은 논재배콩이 밭보다 파종후 8주차 이후부터 높은 경향이었고, 13주차에서는 대원콩이 타 품종들보다 월등히 높았다. 밭에서는 파종후 12주차부터 15주차까지 태광콩, 대원콩, 황금콩 순으로 높았다. 8. 개체당종실수와 수량간의 상관은 논 밭 모두 고도의 정상관을 보였다. 9. 엽면적과 지상부 건물중은 논에서는 파종후 5주차를 제외한 4-15주차 사이에 0.8내외의 고도의 정의 상관을 나타냈으나, 밭에서는 4, 5주차에서 상관이 낮았고 나머지 기간에는 논과 같은 양상을 보였다. 10. 엽면적과 지상부 건물중과의 상관은 논 밭 모두 고도의 정의 상관을 보였다.