scholarly journals Non-destructive measurement of leaf area and leaf number of hydroponic pak-choy plants (Brassica rapa)

2021 ◽  
Vol 644 (1) ◽  
pp. 012004
Author(s):  
I S Nasution ◽  
P Satriyo ◽  
Ichwana ◽  
S Yolanda ◽  
A Alma
2007 ◽  
Vol 71 (2) ◽  
pp. 99-108 ◽  
Author(s):  
Céline Leroy ◽  
Laurent Saint-André ◽  
Daniel Auclair

2017 ◽  
Vol 10 (1) ◽  
pp. 58-64
Author(s):  
Indera Sakti Nasution

Non-destructive measurement of approaches of modeling can be very convenient and useful for plant growth estimation. This study, digital image processing was evaluated as a non-destructive technique to estimate leaf area of Bellis perennis. The plant samples were growing in the greenhouse and the images were taken every day using Kinect camera. The proposed method used combination of L*a*b* color space, Otsu’s thresholding, morphological operations and connected component analysis to estimate leaf area of Bellis perennis. L* channel was used to distinguish the leaves and background. Calibration area uses a pot of known area in each image as a scale to calibrate the leaves area. The results show that the algorithm is able to separate leaf pixels from soil or pot backgrounds, and also allow it to be implemented in greenhouse automatically. This algorithm can be used for other plants in assumption that there is not too much leaf overlapped during measurement.


2014 ◽  
Vol 577 ◽  
pp. 664-667 ◽  
Author(s):  
Li Zhao ◽  
Li Li Yang ◽  
Shi Gang Cui ◽  
Xing Li Wu ◽  
Fan Liang ◽  
...  

Modern agriculture is developing towards the direction of intelligent. We can realize the nondestructive measurement of plant leaf area by using the digital camera. In this paper, we make the same ratio between the camera’s screen and the background plate to overcome the problem of geometric distortion. Then we use two perpendicular digital cameras from the front and side to collect images respectively for curved leaf. Because there are characteristics of the image grey value mutation on the rage of the vane, we can extract the leaf by image segmentation. The leaf area can be calculated by the statistic of the pixels number according to the projection principle. Experiments show that, the error of leaf area measurement reduces from 13.51% to 5.93% by binocular vision. So this method not only can get the measurement of leaf area data, but also can effectively avoid the two-dimensional image distortion and improve the accuracy of leaf area calculation.


Author(s):  
Marcos R. Sachet ◽  
Idemir Citadin ◽  
Marieli T. Guerrezi ◽  
Rafael H. Pertille ◽  
Joel Donazzolo ◽  
...  

ABSTRACT Leaf area (cm2 per leaf) and leaf pigment content are important traits that can be used to better understand a plants physiology. In this study, empirical non-destructive models for leaf area and leaf pigment based on the leaf dimensions, length (L) and width (W) in centimeters, and chlorophyll meter readings were developed for feijoa (Acca sellowiana). The experiment was carried out during January 2016 using five-year-old trees of 60 genotypes, grown under field conditions in the state of Paraná, Brazil. The proposed leaf area (LA) model was L A = 0 . 0022 L 3 + 0 . 1482 W 2 + 0 . 6159 L W + 0 . 1076 (R2 = 0.99). Three current leaf area models found in the literature were also assessed. All of the already created models were less accurate than the model proposed in this article. The proposed leaf pigment models were based on the Falker Chlorophyll Index for Chlorophyll a (A) and b (B), these were C h l a = 2 . 564 A + 13 . 098 B - 42 . 605 (R2 = 0.94), C h l b = 1 . 538 A + 3 . 287 B + 8 . 847 (R2 = 0.86) and C a r o t e n o i d s = 0 . 947 B + 8 . 943 (R2 = 0.88) expressed as µmol m-2 of leaf blade. In conclusion, the proposed models in this study were shown to be a reliable non-destructivel way of estimating A. sellowiana leaf area and leaf pigment.


2006 ◽  
Vol 44 (3) ◽  
pp. 173-179 ◽  
Author(s):  
Kenji HATOU ◽  
Kazunobu HISAEDA ◽  
Mohammad Safdar BALOCH ◽  
Tetsuo MORIMOTO ◽  
Hiroshige NISHINA

Trees ◽  
2015 ◽  
Vol 29 (5) ◽  
pp. 1625-1631 ◽  
Author(s):  
Kodjo Tondjo ◽  
Loïc Brancheriau ◽  
Sylvie-Annabel Sabatier ◽  
Adzo Dzifa Kokutse ◽  
Arcadius Akossou ◽  
...  

2020 ◽  
Vol 16 (2) ◽  
pp. 187-196
Author(s):  
Francina Matulessy ◽  
Meitty L Hehanussa ◽  
Yakobus Solarbesain

Organic fertilizers have an important role in the success of vegetable cultivation. Marine mud contains a lot of nutrients and organic matter, so it is useful for improving degraded soils in the short term and a source of nitrogen and minerals (especially Ca and Mg) in the long term. This study aimed to examine and explain the effect of doses of cow dung fertilizer and marine mud, for the growth and yield of spoon mustard (Brassica rapa L). This research was conducted at the Plastic House of the Faculty of Agriculture, Pattimura University, from June to August 2018. The experiment in this study was a factorial experiment in a completely randomized design with two factors. The first factor was sea mud from Tulehu Village (L) with 4 levels, namely: without sea mud (control), 100 g, 200 g and 300 g per kg of soil. The second factor was cow manure (K) with 4 levels, namely: without cow manure (control), 5 g, 10 g. and 15 g per kg of soil. The variables observed included plant height, leaf number, leaf area, plant biomass fresh weight, crown fresh and root fresh weight. Data were analyzed using Analysis of Variance (ANOVA) and further test using Duncan's test at 0.05 level. The results showed that the sea mud treatment had a very significant effect on the variables of plant height (3, 4 and 5 weeks after planting, WAP), leaf number (4 and 5 WAP), leaf area, plant biomass weight and plant crown weight, number of leaves (3 WAP) and root weight, but had no significant effect on plant height at age (1 and 2 WAP), and number of leaves (1 and 2 WAP). The treatment of cow dung fertilizer had a very significant effect on the variables of plant height (2, 4 and 5 WAP), number of leaves (3 and 5 WAP), plant biomass weight and plant crown weight, a significant effect on plant height (3 WAP), leaf number (4 WAP), but had no significant effect on plant height (1 WAP), leaf number (1 and 2 WAP), leaf area and root weight of plants. The interaction between the treatment of marine mud and cow manure gave a very significant effect on plant height (4 and 5 WAP), but there was no interaction on the other observation variables. Keywords:  cow manure, marine mud, ‘spoon’ mustard, Ultisol soil   ABSTRAK Pupuk organik mempunyai peranan penting terhadap keberhasilan budidaya tanaman sayuran. Endapan lumpur laut banyak mengandung unsur hara dan bahan organik, sehingga bermanfaat untuk memperbaiki tanah-tanah terdegradasi untuk jangka pendek dan sumber nitrogen dan mineral (khususnya Ca dan Mg) untuk jangka waktu panjang. Penelitian ini bertujuan untuk menguji dan menjelaskan pengaruh dosis pupuk kotoran sapi dan dosis lumpur laut untuk pertumbuhan dan produksi tanaman sawi sendok (Brassica rapa L). Penelitian ini dilaksanakan di Rumah Plastik Fakultas Pertanian, Universitas Pattimura dari bulan Juni sampai Agustus 2018. Percobaan dalam penelitian ini merupakan percobaan faktorial dalam Rancangan Acak Lengkap dengan dua faktor. Faktor pertama adlah lumpur laut (L) dari desa Tulehu dengan 4 taraf, yaitu: tanpa lumpur laut (kontrol), 100 g, 200 g dan 300 g per kg tanah. Faktor kedua adalah pupuk kotoran sapi (K) dengan 4 taraf, yaitu: tanpa pupuk kotoran sapi (kontrol), 5 g, 10 g. dan 15 g per kg tanah. Variabel yang diamati meliputi tinggi tanaman, jumlah daun, luas daun, bobot segar biomassa tanaman, bobot segar tajuk tanaman dan bobot segar akar tanaman. Data dianalisis menggunakan Analisis of Varians (ANOVA) dan uji lanjut menggunakan uji Duncan pada taraf 0,05. Hasil penelitian menunjukkan bahwa perlakuan lumpur laut berpengaruh sangat nyata terhadap variable tinggi tanaman (3, 4 dan 5 minggu setelah tanam, MST), jumlah daun (4 dan 5 MST), luas daun, bobot biomassa tanaman dan bobot tajuk tanaman, berpengaruh nyata terhadap jumlah daun (3 MST) dan bobot akar tanaman, tetapi berpengaruh tidak nyata terhadap tinggi tanaman umur (1 dan 2 MST), dan jumlah daun (1 dan 2 MST). Perlakuan pupuk kotoran sapi berpengaruh sangat nyata terhadap variable tinggi tanaman (2, 4 dan 5 MST), jumlah daun (3 dan 5 MST), bobot biomassa tanaman dan bobot tajuk tanaman, berpengaruh nyata terhadap tinggi tanaman (3 MST), jumlah daun (4 MST), tetapi tidak berpengaruh nyata terhadap tinggi tanaman (1 MST), jumlah daun (1 dan 2 MST), luas daun dan bobot akar tanaman. Interaksi antara perlakuan lumpur laut dan pupuk kotoran sapi memberikan pengaruh sangat nyata terhadap tinggi tanaman (4 dan 5 MST), namun tidak ada interaksi pada variable pengamatan lainnya. Kata kunci: lumpur laut, pupuk kotoran sapi, sawi sendok, tanah Ultisol.


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