| フルテキストURL | srfa_113_041_048.pdf |
|---|---|
| 著者 | Tanaka, Yu| Watanabe, Tomoya| Katsura, Keisuke| Tsujimoto, Yasuhiro| Takai, Toshiyuki| Tanaka, Takashi Sonam Tashi| Kawamura, Kensuke| Saito, Hiroki| Homma, Koki| Mairoua, Salifou Goube| Ahouanton, Kokou| Ibrahim, Ali| Senthilkumar, Kalimuthu| Semwal, Vimal Kumar| Matute, Eduardo Jose Graterol| Corredor, Edgar| El-Namaky, Raafat| Manigbas, Norvie| Quilang, Eduardo Jimmy P.| Iwahashi, Yu| Nakajima, Kota| Takeuchi, Eisuke| Saito, Kazuki| |
| 抄録 | Rice (Oryza sativa L.) is one of the most important cereals, which provides 20% of the world’s food energy. However, its productivity is poorly assessed especially in the global South. Here, we provide a first study to perform a deep learning-based approach for instantaneously estimating rice yield using RGB images. During ripening stage and at harvest, over 22,000 digital images were captured vertically downwards over the rice canopy from a distance of 0.8 to 0.9m at 4,820 harvesting plots having the yield of 0.1 to 16.1 t ha-1 across six countries in Africa and Japan. A convolutional neural network (CNN) applied to these data at harvest predicted 68% variation in yield with a relative root mean square error (rRMSE) of 0.22. Even when the resolution of images was reduced (from 0.2 to 3.2cm pixel-1 of ground sampling distance), the model could predict 57% variation in yield, implying that this approach can be scaled by use of unmanned aerial vehicles. Our work offers low-cost, hands-on, and rapid approach for high throughput phenotyping, and can lead to impact assessment of productivity-enhancing interventions, detection of fields where these are needed to sustainably increase crop production. |
| キーワード | Rice (Oryza sativa L.) rough grain yield convolutional neural network RGB images UAV |
| 出版物タイトル | 岡山大学農学部学術報告 |
| 発行日 | 2024-02-01 |
| 巻 | 113巻 |
| 開始ページ | 41 |
| 終了ページ | 48 |
| ISSN | 2186-7755 |
| 言語 | 英語 |
| 論文のバージョン | publisher |
| タイトル（別表記） | Comparisons of nitrogen use efficiency between rice cv. Nipponbare and Takanari at different fertilization levels |
|---|---|
| フルテキストURL | srfa_113_033_039.pdf |
| 著者 | 齊藤 邦行| 檀野 祐亮| |
| 抄録 | The rice cultivar Nipponbare and the high-yielding cultivar Takanari were cultivated in field trials for three years from 2003, and in pot trials (1/2,000a) for two years from 2004. In the field trials, the following three levels of fertilizer were applied：“0N” without fertilizer, “1N” with the standard amount(8kgN 10a–1), and “2N” with twice the standard amount (16kgN 10a–1). In the pot trial, three levels of fertilizer were applied：“0N” without fertilizer, “1.5N” with 1.5times the standard amount (1.5gN pot–1), and “3N” with three times the standard amount (3gN pot–1). In the field trials, yields were higher in Takanari (538 to 843g m–2) than in Nihonbare (423 to 577g m–2), and the increase in yield with fertilizer application was also larger in Takanari. This was related to the larger sink capacity of Takanari and the smaller decrease in the percentage of filled grain with larger sink capacity. The dry matter weight and nitrogen uptake at the panicle initiation stage were higher in the plots with higher fertilizer application, but the differences between the cultivars were small. Dry matter weight and nitrogen uptake at harvest time were higher in Takanari, and nitrogen use efficiency and sink production efficiency were also higher in Takanari, but the differences in nitrogen use efficiency between cultivars became smaller with increasing fertilizer application. The nitrogen use efficiency for dry matter production also decreased with increasing fertilizer application, and was higher in 2005 in Takanari. The leaf photosynthetic rate of Takanari was higher than that of Nipponbare in the pot experiment. The difference in leaf photosynthetic rate was related to the nitrogen use efficiency (photosynthetic rate / leaf nitrogen content), and the difference in leaf nitrogen content between cultivars was small. The nitrogen use efficiency for dry matter was highest in the “0N” and decreased with increasing fertilizer application, and was higher in Takanari than in Nipponbare. This was presumably related to the higher nitrogen use efficiency of photosynthesis. It was found that fertilizer application decreased nitrogen use efficiency and sink production efficiency, but yield increased with increasing sink capacity, and that differences in nitrogen use efficiency among cultivars were related to the amount of nitrogen absorbed up to the panicle initiation stage and sink production efficiency. In order to improve the efficiency of fertilizer application, it is desirable to increase nitrogen absorption, which is expressed as multiplying the number of days to panicle initiation and the rate of nitrogen absorption, and to select cultivars with higher sink production efficiency. |
| キーワード | High-yielding rice cultivar Nitrogen use efficiency Nitrogen uptake Sink capacity Sink production efficiency |
| 出版物タイトル | 岡山大学農学部学術報告 |
| 発行日 | 2024-02-01 |
| 巻 | 113巻 |
| 開始ページ | 33 |
| 終了ページ | 39 |
| ISSN | 2186-7755 |
| 言語 | 日本語 |
| 論文のバージョン | publisher |
| タイトル（別表記） | アメリカ産ダイズ品種‘UA4805’ の多収性に関する解析的研究－日本品種 ‘あきまろ’ との比較－ |
|---|---|
| フルテキストURL | srfa_113_025_032.pdf |
| 著者 | Marouf, Sultanzada Mohammad| 長谷川 湧| 眞鍋 竜太| 齊藤 邦行| |
| 抄録 | Field experiments were conducted in 2020 and 2021 at the Field Science Center of Okayama Univ. (34°41’ N, 133°55’ E). Two Soybean cultivars ‘UA4805’ and ‘Akimaro’ were sown with two planting densities, 12.5plants m−2 (sparse, 80×10cm) and 25plants m−2 (dense, 80×5cm)on May 25 (early), June 29 (normal), and Aug. 3 (late) in 2020, and 80 and 30cm row-width, and 12.5 and 25 plant m−2 in 2021 on June 23. Seed yield was higher in ‘UA4805’ than in ‘Akimaro’ in 2020 and 2021. The later the sowing time, the higher the seeds/stem ratio. Both cultivars showed higher dry matter in dense planting. Dry matter was higher in ‘Akimaro’, while seed yield was lower than ‘UA4805’. In contrast, ‘UA4805’ showed lower dry matter with higher seed yield. The numbers of nodes, pods, and seeds were higher in ‘UA4805’ resulting in the higher seed yield. Lodging score is larger in ‘Akimaro’ especially in dense planting. The seeds/stem ratio is much higher in ‘UA4805’ than ‘Akimaro’ across 2 densities, 3 sowing times and 2 row width. Pods setting ratio was nearly two times higher in ‘UA4805’ compared to ‘Akimaro’. The greater seed yield of ‘UA4805’ compared to ‘Akimaro’ was due to the higher pod setting ratio, seeds/stem ratio, and lower lodging score, nevertheless the dry matter was larger in ‘Akimaro’. If late sowing is applied, higher planting density is recommended for better seed yield. Narrow row is an effective way to improve seed yield in soybean. |
| キーワード | Narrow row Planting density Podding rate Seeds/stem ratio Seed yield Sowing time Soybean |
| 出版物タイトル | 岡山大学農学部学術報告 |
| 発行日 | 2024-02-01 |
| 巻 | 113巻 |
| 開始ページ | 25 |
| 終了ページ | 32 |
| ISSN | 2186-7755 |
| 言語 | 英語 |
| 論文のバージョン | publisher |
| タイトル（別表記） | Cultivar differences in nitrogen use efficiency of rice |
|---|---|
| フルテキストURL | srfa_113_017_024.pdf |
| 著者 | 齊藤 邦行| 岩目 好史| 前川 雅彦| 武田 和義| |
| 抄録 | We investigated the effects of fertilizer-free and fertilizer-applied cultivation on growth, yield and nitrogen (N) utilization of rice cultivars in our Kurashiki paddy fields (Institute of Plant Science and Resources, Okayama Univ.), which have been cultivated without fertilizer since 1970, and also in our Okayama paddy fields, which are conventionally cultivated. In 2001, the cultivars Nipponbare (NIP) and Nourin 18 (N18) were cultivated in the Kurashiki fields, with a “0N plot” (no fertilizer application), a “1N plot” (standard fertilizer application), and a “2N plot” (double fertilizer application). In 2002, five cultivars were grown without fertilizer in the Kurashiki fields, and 51cultivars were tested in 0N and 1N plots in the Okayama fields. Yield (2001) in the Kurashiki fields was higher in the 0N plot for N18 (379g m–2), which had a higher number of spikelets per m2, than NIP (300 g m–2), while in the 1N and 2N plots it was higher for NIP, which had a higher percentage of ripening, and N18 had high yield potential even without fertilizer application, but low fertilizer tolerance. The differences in yield were related to N-uptake (NU), and the differences in N use efficiency (NUE, yield/NU) between cultivars were small. The pot experiment showed that the yield of 0N plot was higher for N18 than NIP grown in Kurashiki soil because of the higher number of spikelets per hill, and the yield in the Okayama soil was higher than that in the Kurashiki soil. Long-term non-fertilized soils are of poor soil fertility, which also decreases the NUE, and the NUE of N18 is higher than that of NIP under isolated conditions. The difference in yields is closely related to sink capacity (SC). In 2002, yields in the Kurashiki fields were highest in Takanari (TAK, 494g m–2) and lowest in NIP (350g m–2), and differences in yields were closely related to SC. NUE was highest in TAK (68.6) and lowest in Akebono (48.1). TAK had high NUE and high sink production efficiency (SPE, SC/NU), while N18 had low NUE but high SC due to higher NU, ensuring high yield even under unfertilized cultivation. Yields in the 0N and 1N plots cultivated in 2002 varied between 244–631g m–2 and 199–769g m–2, respectively. A close positive correlation was observed between yield and SC, and between NU and SC, suggesting that the SC through NU is involved in determining yield. A positive correlation was also observed between NUE and yield. It was found that yield increased with an increase in NUE, and that NUE decreased although yield increased with fertilizer application. Through selection of cultivars with high SPE, it is expected that it will be possible to breed low-input, high-yielding cultivars with high NUE in the future. |
| キーワード | High-yielding rice cultivar Nitrogen use efficiency Nitrogen uptake Sink capacity Sink production efficiency Unfertilized paddy field |
| 出版物タイトル | 岡山大学農学部学術報告 |
| 発行日 | 2024-02-01 |
| 巻 | 113巻 |
| 開始ページ | 17 |
| 終了ページ | 24 |
| ISSN | 2186-7755 |
| 言語 | 日本語 |
| 論文のバージョン | publisher |
| タイトル（別表記） | Genetic factors for yield related traits in lowland New Rice for Africa (NERICA) |
|---|---|
| フルテキストURL | srfa_113_011_016.pdf |
| 著者 | 冨田 朝美| 秋元 唯| |
| 抄録 | Genetic factors of yield related traits in lowland New Rice for Africa variety (NERICA) using different nitrogen condition and QTL to increase rice yield in lowland NERICAs were clarified. Indica Group rice variety (Oryza sativa L.) IR64 increased panicle number, culm weight and panicle weight, according to nitrogen concentration. The tendency is especially remarkable under low nitrogen concentration. NERICA‒L‒19, which is derived from a cross between IR64 and TOG5681 (Oryza glaberrima S.), showed similar values for panicle weight and culm weight, and it showed higher plant height, panicle weight and culm weight and lower harvest index than those of IR64 under all the concentrations. QTL analysis for the agronomic traits were performed using hybrid population derived from a cross between IR64 and NERICA‒L‒19. A total of 22 QTLs were detected on chromosomes (chrs.) 1 (3 QTLs), 2 (2), 4 (2), 5 (5), 6 (1), 7 (1), 8 (6) and 10 (2). Among them, 4 regions at 34.1‒36.6Mbp of chr. 1, at 23.8‒27.8Mbp of chr. 5 and at 4.8Mbp and 20.3‒28.4Mbp of chr. 8 showed several QTLs’ peaks overlapped. The regions of chr. 5 and 4.8Mbp of chr. 8 increased panicle weight by IR64 allele. Those of chr. 1 and 20.3-28.4Mbp of chr. 8 increased plant height and harvest index, respectively, by NERICA‒L‒19 allele. These results indicated that the larger panicle type of lowland NERICA is suitable under low nitrogen condition. Also, the plant type was controlled by the combination of 4 QTLs’ regions on chr. 1 and short arm of chr. 8 originated from O. glaberrima, and those of chr. 5 and long arm of chr. 8 from O. sativa Indica Group. |
| キーワード | lowland New Rice for Africa (NERICA) nitrogen agronomic traits QTL rice |
| 出版物タイトル | 岡山大学農学部学術報告 |
| 発行日 | 2024-02-01 |
| 巻 | 113巻 |
| 開始ページ | 11 |
| 終了ページ | 16 |
| ISSN | 2186-7755 |
| 言語 | 日本語 |
| 論文のバージョン | publisher |
| タイトル（別表記） | Evaluator of adaptability of S. cerevisiae to grape juice using the oversxpression profiling ADOPT method |
|---|---|
| フルテキストURL | srfa_113_001_006.pdf |
| 著者 | 守屋 央朗| 小野 千由貴| |
| 抄録 | The authors have recently developed the overexpression profiling ADOPT method. In the ADOPT method, yeast strains overexpressing most of the genes in the budding yeast Saccharomyces cerevisiae genome are mixed and competitively cultured, and the genes overexpressed in the enriched strains are systematically identified. Furthermore, the identified genes can be used to identify bottleneck factors that are necessary but lacking for growth of S. cerevisiae under given conditions. In our previous studies, we have identified bottlenecks in artificially created stress environments in the laboratory, but in this study, we used grape juice for winemaking as an example to see if industrial bottlenecks can be identified. ADOPT experiments with sulfite-added grape juice used in conventional winemaking resulted in a strong enrichment of strains overexpressing the sulfite pump SSU1 and its transcription factor FZF1. Since enhancement of SSU1 function is known to occur in wine yeast acclimation, ADOPT was also shown to be useful in the search for industrial bottlenecks. On the other hand, no genes were strongly enriched by ADOPT in grape juice without sulfite addition, suggesting that grape juice is a balanced medium with few bottlenecks for S. cerevisiae growth. |
| キーワード | yeast S. cerevisiae overexpression wine making |
| 出版物タイトル | 岡山大学農学部学術報告 |
| 発行日 | 2024-02-01 |
| 巻 | 113巻 |
| 開始ページ | 1 |
| 終了ページ | 6 |
| ISSN | 2186-7755 |
| 言語 | 日本語 |
| 論文のバージョン | publisher |
| タイトル（別表記） | Bulletin of Cultural Heritage Management Division Research Institute for the Dynamics of Civilizations Okayama University 2022 |
|---|---|
| フルテキストURL | barc_2022.pdf |
| 著者 | 山口 雄治| 野﨑 貴博| 能城 修一| 木村 理| |
| 出版物タイトル | 岡山大学文明動態学研究所文化遺産マネジメント部門紀要 |
| 発行日 | 2024-02-15 |
| 巻 | 2022巻 |
| ISSN | 2758-9625 |
| 言語 | 日本語 |
| 著作権者 | ⒸCultural Heritage Management Division, Research Institute for the Dynamics of Civilizations, Okayama University |
| 論文のバージョン | publisher |
| Pages | v, 58 p. |
| タイトル（別表記） | Bulletin of Archaeological Research Center Okayama University 2021 |
|---|---|
| フルテキストURL | barc_2021.pdf |
| 著者 | 山口 雄治| 野﨑 貴博| 岩﨑 志保| |
| 抄録 | 本紀要は、岡山大学埋蔵文化財調査研究センターが、岡山大学構内において2021年４月１日から2022年３月31日までに実施した埋蔵文化財の調査研究成果およびセンターの活動についてまとめたものである。 |
| 出版物タイトル | 岡山大学埋蔵文化財調査研究センター紀要 |
| 発行日 | 2022-11-30 |
| 巻 | 2021巻 |
| 言語 | 日本語 |
| 著作権者 | ⒸCultural Heritage Management Division, Research Institute for the Dynamics of Civilizations, Okayama University |
| 論文のバージョン | publisher |
| Pages | v, 76 p. |
| タイトル（別表記） | Bulletin of Archaeological Research Center Okayama University 2020 |
|---|---|
| フルテキストURL | barc_2020.pdf |
| 著者 | 野崎 貴博| 南 健太郎| 山口 雄治| 岩﨑 志保| パレオ・ラボAMS年代測定グループ| 白石 純| |
| 出版物タイトル | 岡山大学埋蔵文化財調査研究センター紀要 |
| 発行日 | 2021-10-29 |
| 巻 | 2020巻 |
| 言語 | 日本語 |
| 著作権者 | Archaeological Research Center, Okayama University |
| 論文のバージョン | publisher |
| Pages | v, 83 p. |
| タイトル（別表記） | Bulletin of Archaeological Research Center Okayama University 2019 |
|---|---|
| フルテキストURL | 岡大埋文_紀要2019.pdf |
| 著者 | 南 健太郎| 山口 雄治| 野崎 貴博| 宇田津 徹朗| 田崎 博之| 吉田生物研究所| 岩﨑 志保| |
| 出版物タイトル | 岡山大学埋蔵文化財調査研究センター紀要 |
| 発行日 | 2021-03-19 |
| 巻 | 2019巻 |
| 言語 | 日本語 |
| 著作権者 | Archaeological Research Center, Okayama University |
| 論文のバージョン | publisher |
| Pages | v, 79 p. |
| タイトル（別表記） | Bulletin of Archaeological Research Center Okayama University 2018 |
|---|---|
| フルテキストURL | 紀要2018.pdf |
| 著者 | 南 健太郎| 岩﨑 志保| 那須 浩郞| 山本 悦世| 山口 雄治| 富岡 直人| 米田 穣| 大久保 徹也| 藁科 哲男| 野崎 貴博| |
| 出版物タイトル | 岡山大学埋蔵文化財調査研究センター紀要 |
| 発行日 | 2020-03-27 |
| 巻 | 2018巻 |
| 言語 | 日本語 |
| 著作権者 | Archaeological Research Center, Okayama University |
| 論文のバージョン | publisher |
| Pages | v, 99 p. |
| タイトル（別表記） | Bulletin of Archaeological Research Center Okayama University 2017 |
|---|---|
| フルテキストURL | 紀要2017.pdf |
| 著者 | 野崎 貴博| 南 健太郎| 山本 悦世| 鈴木 茂之| 山口 雄治| 岩﨑 志保| 古環境センター| 吉田生物研究所| |
| 出版物タイトル | 岡山大学埋蔵文化財調査研究センター紀要 |
| 発行日 | 2019-03-29 |
| 巻 | 2017巻 |
| 言語 | 日本語 |
| 著作権者 | Archaeological Research Center, Okayama University |
| 論文のバージョン | publisher |
| Pages | v, 96 p. |
| タイトル（別表記） | Bulletin of Archaeological Research Center Okayama University 2016 |
|---|---|
| フルテキストURL | barc_2016.pdf |
| 著者 | 山口 雄治| 山本 悦世| 鈴木 茂之| 岩﨑 志保| 白石 純| 南 健太郎| 野崎 貴博| 佐藤 朗| 二宮 和彦| |
| 出版物タイトル | 岡山大学埋蔵文化財調査研究センター紀要 |
| 発行日 | 2018-03-28 |
| 巻 | 2016巻 |
| 言語 | 日本語 |
| 論文のバージョン | publisher |
| Pages | 86 |
| タイトル（別表記） | Bulletin of Archaeological Research Center Okayama University 2015 |
|---|---|
| フルテキストURL | barc_2015.pdf |
| 著者 | 南 健太郎| 山口 雄治| 福田 宏| 野崎 貴博| |
| 出版物タイトル | 岡山大学埋蔵文化財調査研究センター紀要 |
| 発行日 | 2017-03-10 |
| 巻 | 2015巻 |
| 言語 | 日本語 |
| 著作権者 | Archaeological Research Center, Okayama University |
| 論文のバージョン | publisher |
| Pages | v, 84 p. |
| タイトル（別表記） | Bulletin of Archaeological Research Center Okayama University 2014 |
|---|---|
| フルテキストURL | barc_2014.pdf |
| 著者 | 山口 雄治| 岩﨑 志保| 宇野 隆夫| 久野 修義| 山本 悦世| |
| 出版物タイトル | 岡山大学埋蔵文化財調査研究センター紀要 |
| 発行日 | 2016-03-03 |
| 巻 | 2014巻 |
| 言語 | 日本語 |
| 著作権者 | Archaeological Research Center, Okayama University |
| 論文のバージョン | publisher |
| Pages | v, 86 p. |
| タイトル（別表記） | Bulletin of Archaelogical Research Center Okayama University 2013 |
|---|---|
| フルテキストURL | barc_2013.pdf |
| 著者 | 野崎 貴博| 南 健太郎| 岩崎 志保| 吉田生物研究所| 甲元 眞之| |
| 出版物タイトル | 岡山大学埋蔵文化財調査研究センター紀要 |
| 発行日 | 2015-03-06 |
| 巻 | 2013巻 |
| 言語 | 日本語 |
| 著作権者 | Archaeological Research Center, Okayama University |
| 論文のバージョン | publisher |
| Pages | v, 82 p. |
| 著者 | 野崎 貴博| 岩崎 志保| 鈴木 茂之| 山本 悦世| 南 健太郎| 田中 克典| 加藤 鎌司| |
|---|---|
| 発行日 | 2013-12-27 |
| 出版物タイトル | 岡山大学埋蔵文化財調査研究センター紀要 |
| 巻 | 2012巻 |
| 資料タイプ | 紀要論文 |
| 著者 | 南 健太郎| 岩崎 志保| 光本 順| 工藤 雄一郎| 山本 悦世| 野崎 貴博| 金田 善敬| 扇崎 由| 亀山 行雄| |
|---|---|
| 発行日 | 2013-02-28 |
| 出版物タイトル | 岡山大学埋蔵文化財調査研究センター紀要 |
| 巻 | 2011巻 |
| 資料タイプ | 紀要論文 |
| タイトル（別表記） | Bulletin of Archaelogical Research Center Okayama University 2010 |
|---|---|
| フルテキストURL | barc_2010.pdf barc_2010_cover.pdf barc_2010_endpapers.pdf |
| 著者 | 野﨑 貴博| 光本 順| 岩崎 志保| 山本 悦世| 古環境研究所| 能城 修一| |
| 出版物タイトル | 岡山大学埋蔵文化財調査研究センター紀要 |
| 発行日 | 2012-03-16 |
| 巻 | 2010巻 |
| 言語 | 日本語 |
| 著作権者 | Archaeological Research Center, Okayama University |
| 論文のバージョン | publisher |
| Pages | vi, 111 p. |
| 著者 | 池田 晋| 岩崎 志保| 野崎 貴博| 光本 順| 工藤 雄一郎| 山本 悦世| |
|---|---|
| 発行日 | 2011-03-23 |
| 出版物タイトル | 岡山大学埋蔵文化財調査研究センター紀要 |
| 巻 | 2009巻 |
| 資料タイプ | 紀要論文 |