Arduino;
Micro-controller;
Stomatal conductance;
Water use efficiency;
USE EFFICIENCY;
STOMATAL CONDUCTANCE;
DROUGHT TOLERANCE;
POT SIZE;
STRESS;
RESPONSES;
PHOTOSYNTHESIS;
GROWTH;
RICE;
TRANSPIRATION;
D O I:
10.1186/s13007-024-01305-0
中图分类号:
Q5 [生物化学];
学科分类号:
071010 ;
081704 ;
摘要:
BackgroundClimate change and the growing demand for agricultural water threaten global food security. Understanding water use characteristics of major crops from leaf to field scale is critical, particularly for identifying crop varieties with enhanced water-use efficiency (WUE) and stress tolerance. Traditional methods to assess WUE are either by gas exchange measurements at the leaf level or labor-intensive manual pot weighing at the whole-plant level, both of which have limited throughput.ResultsHere, we developed a microcontroller-based low-cost system that integrates pot weighing, automated water supply, and real-time monitoring of plant water consumption via Wi-Fi. We validated the system using major crops (rice soybean, maize) under diverse stress conditions (salt, waterlogging, drought). Salt-tolerant rice maintained higher water consumption and growth under salinity than salt-sensitive rice. Waterlogged soybean exhibited reduced water use and growth. Long-term experiments revealed significant WUE differences between rice varieties and morphological adaptations represented by altered shoot-to-root ratios under constant drought conditions in maize.ConclusionsWe demonstrate that the system can be used for varietal differences between major crops in their response to drought, waterlogging, and salinity stress. This system enables high-throughput, long-term evaluation of water use characteristics, facilitating the selection and development of water-saving and stress-tolerant crop varieties.
机构:
Tokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Japan Sci & Technol Agcy, Precursory Res Embryon Sci & Technol, Kawaguchi, Saitama 3320012, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Adachi, Shunsuke
Tanaka, Yu
论文数: 0引用数: 0
h-index: 0
机构:
Japan Sci & Technol Agcy, Precursory Res Embryon Sci & Technol, Kawaguchi, Saitama 3320012, Japan
Kyoto Univ, Grad Sch Agr, Sakyo Ku, Kitashirakawa Oiwake Cho, Kyoto 6068502, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Tanaka, Yu
Miyagi, Atsuko
论文数: 0引用数: 0
h-index: 0
机构:
Saitama Univ, Grad Sch Sci & Engn, Sakura Ku, 255 Shimo Okubo, Saitama 3388570, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Miyagi, Atsuko
Kashima, Makoto
论文数: 0引用数: 0
h-index: 0
机构:
Ryukoku Univ, Res Inst Food & Agr, Yokotani 1-5,Seta Oe Cho, Otsu, Shiga 5202194, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Kashima, Makoto
Tezuka, Ayumi
论文数: 0引用数: 0
h-index: 0
机构:
Ryukoku Univ, Res Inst Food & Agr, Yokotani 1-5,Seta Oe Cho, Otsu, Shiga 5202194, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Tezuka, Ayumi
Toya, Yoshihiro
论文数: 0引用数: 0
h-index: 0
机构:
Osaka Univ, Grad Sch Informat Sci & Technol, Dept Bioinformat Engn, 1-5 Yamadaoka, Suita, Osaka 5650871, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Toya, Yoshihiro
Kobayashi, Shunzo
论文数: 0引用数: 0
h-index: 0
机构:
Kyoto Univ, Grad Sch Agr, Sakyo Ku, Kitashirakawa Oiwake Cho, Kyoto 6068502, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Kobayashi, Shunzo
Ohkubo, Satoshi
论文数: 0引用数: 0
h-index: 0
机构:
Tokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Ohkubo, Satoshi
Shimizu, Hiroshi
论文数: 0引用数: 0
h-index: 0
机构:
Osaka Univ, Grad Sch Informat Sci & Technol, Dept Bioinformat Engn, 1-5 Yamadaoka, Suita, Osaka 5650871, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Shimizu, Hiroshi
Kawai-Yamada, Maki
论文数: 0引用数: 0
h-index: 0
机构:
Saitama Univ, Grad Sch Sci & Engn, Sakura Ku, 255 Shimo Okubo, Saitama 3388570, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Kawai-Yamada, Maki
Sage, Rowan F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Dept Ecol & Evolutionary Biol, 25 Willcocks St, Toronto, ON M5S 3B2, CanadaTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Sage, Rowan F.
Nagano, Atsushi J.
论文数: 0引用数: 0
h-index: 0
机构:
Japan Sci & Technol Agcy, Precursory Res Embryon Sci & Technol, Kawaguchi, Saitama 3320012, Japan
Ryukoku Univ, Fac Agr, Yokotani 1-5,Seta Oe Cho, Otsu, Shiga 5202194, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Nagano, Atsushi J.
Yamori, Wataru
论文数: 0引用数: 0
h-index: 0
机构:
Japan Sci & Technol Agcy, Precursory Res Embryon Sci & Technol, Kawaguchi, Saitama 3320012, Japan
Univ Tokyo, Grad Sch Sci, Dept Biol Sci, Bunkyo Ku, 7-3-1 Hongo, Tokyo TOKYO 11300, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
机构:
Phu Thu Ward, High Agr Technol Res Inst, G9-11, St 31, Area 586, Can Tho City, VietnamUniv Sheffield, Sch Biosci, Plants Photosynth & Soil, Sheffield S10 2TN, England
Nguyen, Phuoc Trong
Nguyen, Lang Thi
论文数: 0引用数: 0
h-index: 0
机构:
Phu Thu Ward, High Agr Technol Res Inst, G9-11, St 31, Area 586, Can Tho City, VietnamUniv Sheffield, Sch Biosci, Plants Photosynth & Soil, Sheffield S10 2TN, England
机构:
Tokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Japan Sci & Technol Agcy, Precursory Res Embryon Sci & Technol, Kawaguchi, Saitama 3320012, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Adachi, Shunsuke
Tanaka, Yu
论文数: 0引用数: 0
h-index: 0
机构:
Japan Sci & Technol Agcy, Precursory Res Embryon Sci & Technol, Kawaguchi, Saitama 3320012, Japan
Kyoto Univ, Grad Sch Agr, Sakyo Ku, Kitashirakawa Oiwake Cho, Kyoto 6068502, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Tanaka, Yu
Miyagi, Atsuko
论文数: 0引用数: 0
h-index: 0
机构:
Saitama Univ, Grad Sch Sci & Engn, Sakura Ku, 255 Shimo Okubo, Saitama 3388570, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Miyagi, Atsuko
Kashima, Makoto
论文数: 0引用数: 0
h-index: 0
机构:
Ryukoku Univ, Res Inst Food & Agr, Yokotani 1-5,Seta Oe Cho, Otsu, Shiga 5202194, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Kashima, Makoto
Tezuka, Ayumi
论文数: 0引用数: 0
h-index: 0
机构:
Ryukoku Univ, Res Inst Food & Agr, Yokotani 1-5,Seta Oe Cho, Otsu, Shiga 5202194, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Tezuka, Ayumi
Toya, Yoshihiro
论文数: 0引用数: 0
h-index: 0
机构:
Osaka Univ, Grad Sch Informat Sci & Technol, Dept Bioinformat Engn, 1-5 Yamadaoka, Suita, Osaka 5650871, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Toya, Yoshihiro
Kobayashi, Shunzo
论文数: 0引用数: 0
h-index: 0
机构:
Kyoto Univ, Grad Sch Agr, Sakyo Ku, Kitashirakawa Oiwake Cho, Kyoto 6068502, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Kobayashi, Shunzo
Ohkubo, Satoshi
论文数: 0引用数: 0
h-index: 0
机构:
Tokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Ohkubo, Satoshi
Shimizu, Hiroshi
论文数: 0引用数: 0
h-index: 0
机构:
Osaka Univ, Grad Sch Informat Sci & Technol, Dept Bioinformat Engn, 1-5 Yamadaoka, Suita, Osaka 5650871, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Shimizu, Hiroshi
Kawai-Yamada, Maki
论文数: 0引用数: 0
h-index: 0
机构:
Saitama Univ, Grad Sch Sci & Engn, Sakura Ku, 255 Shimo Okubo, Saitama 3388570, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Kawai-Yamada, Maki
Sage, Rowan F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Dept Ecol & Evolutionary Biol, 25 Willcocks St, Toronto, ON M5S 3B2, CanadaTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Sage, Rowan F.
Nagano, Atsushi J.
论文数: 0引用数: 0
h-index: 0
机构:
Japan Sci & Technol Agcy, Precursory Res Embryon Sci & Technol, Kawaguchi, Saitama 3320012, Japan
Ryukoku Univ, Fac Agr, Yokotani 1-5,Seta Oe Cho, Otsu, Shiga 5202194, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
Nagano, Atsushi J.
Yamori, Wataru
论文数: 0引用数: 0
h-index: 0
机构:
Japan Sci & Technol Agcy, Precursory Res Embryon Sci & Technol, Kawaguchi, Saitama 3320012, Japan
Univ Tokyo, Grad Sch Sci, Dept Biol Sci, Bunkyo Ku, 7-3-1 Hongo, Tokyo TOKYO 11300, JapanTokyo Univ Agr & Technol, Inst Global Innovat Res, 3-5-8 Saiwaicho, Fuchu, Tokyo 1838509, Japan
机构:
Phu Thu Ward, High Agr Technol Res Inst, G9-11, St 31, Area 586, Can Tho City, VietnamUniv Sheffield, Sch Biosci, Plants Photosynth & Soil, Sheffield S10 2TN, England
Nguyen, Phuoc Trong
Nguyen, Lang Thi
论文数: 0引用数: 0
h-index: 0
机构:
Phu Thu Ward, High Agr Technol Res Inst, G9-11, St 31, Area 586, Can Tho City, VietnamUniv Sheffield, Sch Biosci, Plants Photosynth & Soil, Sheffield S10 2TN, England