Crop diseases cause great harm to food security, 90% of these are caused by fungal spores. This paper proposes a crop diseases spore detection method, based on the lensfree diffraction fingerprint and microfluidic chip. The spore diffraction images are obtained by a designed large field of view lensless diffraction detection platform which contains the spore enrichment microfluidic chip and lensless imaging module. By using the microfluidic chip to enrich and isolate spores in advance, the required particles can be captured in the chip enrichment area, and other impurities can be filtered to reduce the interference of impurities on spore detection. The light source emits partially coherent light and irradiates the target to generate diffraction fingerprints, which can be used to distinguish spores and impurities. According to the theoretical analysis, two parameters, Peak to Center ratio (PCR) and Peak to Valley ratio (PVR), are found to quantify these spores. The correlation coefficient between the detection results of rice blast spores by the constructed device and the results of microscopic artificial identification was up to 0.99, and the average error rate of the proposed device was only 5.91%. The size of the device is only 4 cm x 4 cm x 5 cm, and the cost is less than $150, which is one thousandth of the existing equipment. Therefore, it may be widely used as an early detection method for crop disease caused by spores.
机构:
Univ Calif Los Angeles, Calif NanoSyst Inst, Dept Bioengn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Calif NanoSyst Inst, Dept Bioengn, Los Angeles, CA 90095 USA
Chung, Aram J.
;
Gossett, Daniel R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Calif NanoSyst Inst, Dept Bioengn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Calif NanoSyst Inst, Dept Bioengn, Los Angeles, CA 90095 USA
Gossett, Daniel R.
;
Di Carlo, Dino
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Calif NanoSyst Inst, Dept Bioengn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Calif NanoSyst Inst, Dept Bioengn, Los Angeles, CA 90095 USA
机构:
Hunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R ChinaHunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R China
Dai, Xiaojun
;
He, Chao
论文数: 0引用数: 0
h-index: 0
机构:
Cent S Univ, Grad Sch, Longping Branch, Changsha 410125, Hunan, Peoples R ChinaHunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R China
He, Chao
;
Zhou, Liang
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R ChinaHunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R China
Zhou, Liang
;
Liang, Manzhong
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R ChinaHunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R China
Liang, Manzhong
;
Fu, XiaoChun
论文数: 0引用数: 0
h-index: 0
机构:
Yahua Seeds Sci Res Inst, Longping High Tech, Changsha 410119, Hunan, Peoples R ChinaHunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R China
Fu, XiaoChun
;
Qin, Peng
论文数: 0引用数: 0
h-index: 0
机构:
Yahua Seeds Sci Res Inst, Longping High Tech, Changsha 410119, Hunan, Peoples R ChinaHunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R China
Qin, Peng
;
Yang, Yuanzhu
论文数: 0引用数: 0
h-index: 0
机构:
Yahua Seeds Sci Res Inst, Longping High Tech, Changsha 410119, Hunan, Peoples R ChinaHunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R China
Yang, Yuanzhu
;
Chen, Liangbi
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R ChinaHunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R China
机构:
Korea Univ, Dept Elect & Informat Engn, Sejong 339700, South Korea
Korea Elect Technol Inst, Songnam 463816, South KoreaKorea Univ, Dept Elect & Informat Engn, Sejong 339700, South Korea
Kwak, Yeon Hwa
;
Lee, Junhee
论文数: 0引用数: 0
h-index: 0
机构:
Korea Univ, Dept Elect & Informat Engn, Sejong 339700, South KoreaKorea Univ, Dept Elect & Informat Engn, Sejong 339700, South Korea
Lee, Junhee
;
Lee, Junghoon
论文数: 0引用数: 0
h-index: 0
机构:
Korea Univ, Dept Biotechnol & Bioinformat, Sejong 339700, South KoreaKorea Univ, Dept Elect & Informat Engn, Sejong 339700, South Korea
Lee, Junghoon
;
Kwak, Soo Hwan
论文数: 0引用数: 0
h-index: 0
机构:
Korea Natl Univ Transportat, Dept Business Adm, Chungju 380702, South KoreaKorea Univ, Dept Elect & Informat Engn, Sejong 339700, South Korea
Kwak, Soo Hwan
;
Oh, Sangwoo
论文数: 0引用数: 0
h-index: 0
机构:
Korea Univ, Dept Elect & Informat Engn, Sejong 339700, South Korea
Korea Inst Ocean Sci & Technol, Taejon 305343, South KoreaKorea Univ, Dept Elect & Informat Engn, Sejong 339700, South Korea
Oh, Sangwoo
;
论文数: 引用数:
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机构:
Paek, Se-Hwan
;
Ha, Un-Hwan
论文数: 0引用数: 0
h-index: 0
机构:
Korea Univ, Dept Biotechnol & Bioinformat, Sejong 339700, South KoreaKorea Univ, Dept Elect & Informat Engn, Sejong 339700, South Korea
Ha, Un-Hwan
;
Seo, Sungkyu
论文数: 0引用数: 0
h-index: 0
机构:
Korea Univ, Dept Elect & Informat Engn, Sejong 339700, South KoreaKorea Univ, Dept Elect & Informat Engn, Sejong 339700, South Korea
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Li, Yan
;
Lu, Yuan-Gen
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Lu, Yuan-Gen
;
Shi, Yi
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Shi, Yi
;
Wu, Liang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Agr Sci, Natl Key Facil Crop Resources & Genet Improvement, Inst Crop Sci, Beijing 100081, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Wu, Liang
;
Xu, Yong-Ju
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Xu, Yong-Ju
;
Huang, Fu
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Huang, Fu
;
Guo, Xiao-Yi
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Sichuan Acad Agr Sci, Rice & Sorghum Inst, Deyang 618000, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Guo, Xiao-Yi
;
Zhang, Yong
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Zhang, Yong
;
Fan, Jing
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Fan, Jing
;
Zhao, Ji-Qun
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Zhao, Ji-Qun
;
Zhang, Hong-Yu
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Zhang, Hong-Yu
;
Xu, Pei-Zhou
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Xu, Pei-Zhou
;
Zhou, Jian-Min
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Genet & Dev Biol, Beijing 100101, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Zhou, Jian-Min
;
Wu, Xian-Jun
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Wu, Xian-Jun
;
Wang, Ping-Rong
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Wang, Ping-Rong
;
Wang, Wen-Ming
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
机构:
Univ Calif Los Angeles, Calif NanoSyst Inst, Dept Bioengn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Calif NanoSyst Inst, Dept Bioengn, Los Angeles, CA 90095 USA
Chung, Aram J.
;
Gossett, Daniel R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Calif NanoSyst Inst, Dept Bioengn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Calif NanoSyst Inst, Dept Bioengn, Los Angeles, CA 90095 USA
Gossett, Daniel R.
;
Di Carlo, Dino
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Calif NanoSyst Inst, Dept Bioengn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Calif NanoSyst Inst, Dept Bioengn, Los Angeles, CA 90095 USA
机构:
Hunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R ChinaHunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R China
Dai, Xiaojun
;
He, Chao
论文数: 0引用数: 0
h-index: 0
机构:
Cent S Univ, Grad Sch, Longping Branch, Changsha 410125, Hunan, Peoples R ChinaHunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R China
He, Chao
;
Zhou, Liang
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R ChinaHunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R China
Zhou, Liang
;
Liang, Manzhong
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R ChinaHunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R China
Liang, Manzhong
;
Fu, XiaoChun
论文数: 0引用数: 0
h-index: 0
机构:
Yahua Seeds Sci Res Inst, Longping High Tech, Changsha 410119, Hunan, Peoples R ChinaHunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R China
Fu, XiaoChun
;
Qin, Peng
论文数: 0引用数: 0
h-index: 0
机构:
Yahua Seeds Sci Res Inst, Longping High Tech, Changsha 410119, Hunan, Peoples R ChinaHunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R China
Qin, Peng
;
Yang, Yuanzhu
论文数: 0引用数: 0
h-index: 0
机构:
Yahua Seeds Sci Res Inst, Longping High Tech, Changsha 410119, Hunan, Peoples R ChinaHunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R China
Yang, Yuanzhu
;
Chen, Liangbi
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R ChinaHunan Normal Univ, Coll Life Sci, Hunan Prov Key Lab Crop Sterile Germplasm Resourc, Changsha 410081, Hunan, Peoples R China
机构:
Korea Univ, Dept Elect & Informat Engn, Sejong 339700, South Korea
Korea Elect Technol Inst, Songnam 463816, South KoreaKorea Univ, Dept Elect & Informat Engn, Sejong 339700, South Korea
Kwak, Yeon Hwa
;
Lee, Junhee
论文数: 0引用数: 0
h-index: 0
机构:
Korea Univ, Dept Elect & Informat Engn, Sejong 339700, South KoreaKorea Univ, Dept Elect & Informat Engn, Sejong 339700, South Korea
Lee, Junhee
;
Lee, Junghoon
论文数: 0引用数: 0
h-index: 0
机构:
Korea Univ, Dept Biotechnol & Bioinformat, Sejong 339700, South KoreaKorea Univ, Dept Elect & Informat Engn, Sejong 339700, South Korea
Lee, Junghoon
;
Kwak, Soo Hwan
论文数: 0引用数: 0
h-index: 0
机构:
Korea Natl Univ Transportat, Dept Business Adm, Chungju 380702, South KoreaKorea Univ, Dept Elect & Informat Engn, Sejong 339700, South Korea
Kwak, Soo Hwan
;
Oh, Sangwoo
论文数: 0引用数: 0
h-index: 0
机构:
Korea Univ, Dept Elect & Informat Engn, Sejong 339700, South Korea
Korea Inst Ocean Sci & Technol, Taejon 305343, South KoreaKorea Univ, Dept Elect & Informat Engn, Sejong 339700, South Korea
Oh, Sangwoo
;
论文数: 引用数:
h-index:
机构:
Paek, Se-Hwan
;
Ha, Un-Hwan
论文数: 0引用数: 0
h-index: 0
机构:
Korea Univ, Dept Biotechnol & Bioinformat, Sejong 339700, South KoreaKorea Univ, Dept Elect & Informat Engn, Sejong 339700, South Korea
Ha, Un-Hwan
;
Seo, Sungkyu
论文数: 0引用数: 0
h-index: 0
机构:
Korea Univ, Dept Elect & Informat Engn, Sejong 339700, South KoreaKorea Univ, Dept Elect & Informat Engn, Sejong 339700, South Korea
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Li, Yan
;
Lu, Yuan-Gen
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Lu, Yuan-Gen
;
Shi, Yi
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Shi, Yi
;
Wu, Liang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Agr Sci, Natl Key Facil Crop Resources & Genet Improvement, Inst Crop Sci, Beijing 100081, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Wu, Liang
;
Xu, Yong-Ju
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Xu, Yong-Ju
;
Huang, Fu
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Huang, Fu
;
Guo, Xiao-Yi
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Sichuan Acad Agr Sci, Rice & Sorghum Inst, Deyang 618000, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Guo, Xiao-Yi
;
Zhang, Yong
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Zhang, Yong
;
Fan, Jing
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Fan, Jing
;
Zhao, Ji-Qun
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Zhao, Ji-Qun
;
Zhang, Hong-Yu
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Zhang, Hong-Yu
;
Xu, Pei-Zhou
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Xu, Pei-Zhou
;
Zhou, Jian-Min
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Genet & Dev Biol, Beijing 100101, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Zhou, Jian-Min
;
Wu, Xian-Jun
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Wu, Xian-Jun
;
Wang, Ping-Rong
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China
Wang, Ping-Rong
;
Wang, Wen-Ming
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R ChinaSichuan Agr Univ, Rice Res Inst, Chengdu 611130, Peoples R China