作物生育情報測定装置による水稲生育診断のための ［利用マニュアル］
Contents
1. 142. 1m
3. 5 V 5 V 5 kg 10a a b c 3 5 a
4. 2 1 2 4 EAA 1 2 1 10 3 GI NDVIX100 NIR R RVI 2 4 40 3kg 10a 5
5. 2 3
6. 6 0 2 0 6 0 2 0 IV 60cm gt lt
7. 3 5m 10 20km h 2 8 5 6m s 2 3 120cm
8. 1 1 24 2 m 15 2 i 51 2 1 ER 3 35 20 1 2 e 1 EE 15
9. 12 4 1 17 18 GPS ee es ob GI 87 3 ts _ GI 87 7 GI 88 5 7 21 2 GT 87 7 88 2 10m
10. 4 2 LCD Ed MLL DEL EL ON OFF 1 MODEI 9 REC amp CLR ON OFF ESC
11. 1 4 GPAD502 80C 48 NHL4 N 3 1 32 8 X4
12. GI NDVI x 100 D GPS GPS GPS GPS X NIR x 100 GI NDVI x 100 0 NIR x 100 8 2 NODEI 2
13. REC amp wCLRI 8 a b REC amp CLR 8 b a b 3
14. I 6 2 1 2 2 7 A 10 1990 A10 GI 60 5 L GPS 5
15. 46 2 17 3 1 V 11 cm 0D SPAD 5 10 12 3 4 60 80 2 0 6 18 38 18 20 380 400 8 0 6 25 45 28 30 500 550 9 5 36 39 7 15 65 70 24 26 480 520 11 2 32 35 8 7 19 20 380 400 13 0 32 33 9 18 90 2 6 0 6 2 6 0 6 4 6 0
16. b c 6 SPAD502 43 1 V 6 V 9 600kg 10a 1 7m 550kg 10a 1 9mm V 6 600kg 10a 1 7mm
17. 1 2 30 50 45 4 1 2 Lux 8 10 Lux 6 9 3
18. 2 3 700 1300nm NIR 409 500 700nm G R 20 NIR G R NIR R RVI Ratio Vegetation Index NIR R
19. GT 2008 2010 7 6 7 GI 35 85 6 GI 8 GI 8 GI 8 r 8 r 8 r a 5 a S A 5 BB S 3 D 4 2 4 ee 4 ie e eno Sx Se 9 eq gg Se UN lt eo 2 ee 2 5 iy 0 6
20. DW 30m 60 30m 30 IV 13 100 80 RH 60 60 45 30 20 0 0 10 20 30 40 50 60 70 80 90 m IV 13 20m
21. 7 2 3 3 I ENA ER DE RR NE 1 2 a 2 28 2 2 3 2 ee 3 a 4 1 CN 4 1 4 2 5 D 2 6 1 2 SR he 2 a oe EE 6 2 NE DC A NS 8 3 GPS RN RE a PH 2 8 3 Se 0 1 A SCC 9 2 ER a 10 3 er ee i a i 1 1 4 P C
22. GPS I 10 3 1 4 GPS GPS 11 I 12 GPS 2 I 13
23. 6g mm Ee 28 30 2 45 A 2008 2009 35 O2010 40 30 29 m 20 15 10 0 10 15 20 NIR R I 5 NTR R m 2008 2010 21 3 G
24. 4 7 10 V 2 V 4 41 14 NN
25. 2 15 3 3 X5 32 2 3 11 13 5 2
26. 1 000 NDVI 75 1 100 NDVI 70 NDVI 75 70 CO LC 40 0 21 25 H20 8 7 9721 10 2 983C 1140 C y 0 0249x 49 484 R 0 9509 25 0 y 0 0243x 47 135 R 0 9887 20 0 15 0 i 500 600 700 800 900 1000 1100 1200 1300 1400 C 1 100 O_ AW O 0 0 95 90 85 80 75 lt eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee Pe 70 65 60 99 50 e 2008 2006 2004 100 NDVI 9 6 0 200 400 600 800 1000 1200 1400 1600 C W 2 100 NDVI 30 1
27. 42 80 2 3g m V 4 gt g m 20 25 3 0 35 40 45 5 0 g mf 10 15 20 25 30 3 5 30 24 25 26 28 29 30 35 es 0 HH i 5 0 m 5 5 6 0 6 5 nm 7 0 g m 7 5 i 4
28. 10 24 2 To a 0 0 2 0 4 0 6 0 8 kg a 7 5 V 10 3 14 700ha 21 3 V 10 2002
29. 2 en OA 20 6 30 0 7 7 16 7 27 g m 160 230 350 600 900 1400 g m 08 21 40 52 60 70 85 io 6 300 280 260 220 200 100 em 26 33 44 51 64 m 300 600 770 800 760 SPAD502 Y 7 A 7mm ew em AM 96 177 520 72 37500 L 211 L m 35 000 36 000 V 8 550kg 10a 1 9mm EO g m g m cm es SPAD502 V 9mm mt 0 2 ee 3m NE
30. GPS 13 a b D8 8 5 GPS X 3 14 RE RE I 14 7
31. 1 6 7 1 3 4 150mm 100m 80m ea 3 4 mm 2kg 10a 80 90 100 125 150 10 05 0 0 0 1 15 10 05 05 0
32. 1 B 3 eo A sD DT rn NNINNNNMNWNWANTYONVAaosss 3 4 5 3 43 44 44 44 45 46 48 48 48 49 91 91 91 92 93 94 1 1 1
33. 5 100mL 1 g 1 10 5 9 r 0 733 8 N 34 80cm e ee 6 amp be HR 4 ee ee He 3 ee ee 2 0 9 3 1 0 gt 65 70 5 80 85 90 95 100 cm V 15 54 V 15 5 50 3kg 10a V 16 80cm
34. 30 45 3 5m 60 39 V 3 1 28 30 m
35. nsw x 2ke 3 x 1 700 75 77 40 2 300 4 0 4 5 83 85 30 1 900 3 9 m 90 20 1 400 3 0 3 5 47 3 1
36. 100 140 100 30 80 50 50 2 1 1996 i 21 es 11 100ha 2 5 nN 4 3 id
37. 1 V 5 28 30 m 6 V 4 ee 28 30 m 5g IM ee 9 40 35 1 lt 30 HH O 0 827 YU 20 r 0 890 Ee 15 10 0 0 5 0 10 0 15 0 20 0 g m 5 V 6
38. IV 17 45 94 G y 1 2183x 18 439 _ Rz 09244 KK 90 88 x 86 lt FE SO 82 82 84 86 88 90 92 GI IV 17 45 1 1 1 2 5m 38 c JIV 18 5m 1m IV 19 5m
39. 7 30a 1 100m 3 5 90 0 y 1 5134x 46 158 RI 0 8467 87 5 850 82 5 85 0 87 5 90 0 I 21 Gi NDVI 1 20 Mer 21 SES 1 1
40. MODE ALL DELI a b wn a T a Al AL c d 13 2 N 13 a 60 PC LL DEL b
41. 28 4 3 4 24 7 27 18 28 sg 7 8 17 3kg 10a 96 138 g m 3 gt A6 A9 A11 A5 Al17 LP140 E80 8kg 10a cm Cm m 65 19 2 399 80 19 6 346 79 18 9
42. 14 GPS 2 11 15 ms 4 fe EE 4 a b 15 1 2
43. 1 2 c 0 8 0 9 6kg 10a 6kg 10a 6kg 10a 8kg 10a 6kg 10a 8kg 10a 100 100 45
44. V A 4 5 2 2 1 lt gt 60 7096 96 100 95 85 75 60 49 i D
45. 999 1000 3 PC ZBase3 0A 2011 4 1 PC RS232C 16 RS8232C USB ZBase8 0A PC
46. 2010 3 2010 9 1 NIR R Lm g m NIR R N N NDVI 8 f gm NO 0g m 0 81 9 3 23 0 3 0 16 7 19 1 2 4 315 357 42 N2 2g m 0 83 10 5 25 1 1 9 19 5 23 7 4 3 387 488 101 N4 4g m 0 83 10 6 25 3 1 8 19 9 23 9 3 9 408 471 63 N6 6g m 0 85 12 3 28 0 0 5 22 6 26 4 3 9 463 498 35
47. 10 V 12 S CCN5000 KK M SPAD502 V 13 y 3 751 0 181x y x SPAD502 r 0 866 y 0 840
48. 4 500mgx 6 6 6 6 2 4 1 2 1 1 NDVI 2010 NIR R
49. 1 V 2 pA 00 0 RS oH16 oe se 600 i 9 O GS K 6 gt QO 500 Ey lt 4 400 eg O 2 300 0 150 200 250 300 350 400 450 200 250 300 350 400 450 m x 100 m x 100 V 1 m V 2 m N0 lt 9kg 10a N0 6kg 10a te RGQI10A
50. 15 V 10 V 6 5 7 1g m I 7 2 7 8g m 7 9g m 0 X x mW 7 05 x cm x m x SPAD502 x T x 10 052 T 10 3 10 E mi iN D2 Hb Ds 1 0 1 2 1 4 1 6 x V 8 xm
51. IV 15b a b 15 37 2 1 a 50m IV 16 85 y 1 0604x 0 6278 gt RI 0 8682 7 K 5 70 65 gt 60 EEB 55 55 60 65 70 75 GI 16 30 6a 120a 45 1 2 5m b 3 5m
52. NIR R NTR R NDVI GI NDVI 100 3 2010 NDVI NIR NDVI 0 8 0 9 3 18g m NDVI 3 18 16 2008 n 157 2009 n 151 2010 n 170 S 12 ll 10 8 6 4 2 0 0 0 0 2 0 4 0 6 0 8 1 0 NDVI
53. IV 14 36 Y 14 Y 15 a 1 6 1
54. 1 a d 2
55. SPAD502 2 1 1 50 70 60 70 22 2 m 1 gt 5 1 10 20 PVA 0 36 9 x 0 1 2 3 32 x
56. mR 0 6 mR 0 6 06 2010 0 4 A 2009 0 4 0 4 2008 0 2 0 2 0 2 1 2 3 1 2 3 1 2 3 0 3 kg 10a 0 2 kg 10a W 5 GI 7 2010 1 2009 Ri gt 2 2008 6 9 3 6 A RI eo A Ly A lt 5 SS PH ce 69 MA i AU Fi NN 4 M4 60 70 80 90 75 85 95 GI GI 15 1V 6 GI IV 1 NDVI 16 18 1 2 NDVI kg 10a kg 10a 2 0 2 501 69 7 5 2 3 5 0 73 1 1 1 505 88 2 5 7 4 0 0 2 2 520 82 7 5 7 3 0 2 2 1 556 67 3 5 7 30 2 0 6 516 75 3 5 2 2 8 9 DB 1 1 9 547 77 4 5 5 2 7 0 2 10 521 83 3 5 9 2 6 2 0 10 552 7
57. 2 3 3 2 D 27 GI NIR R 800 a b c b 178 c 97 7 8 7 17 7 24 a b 600 A1 186 539 862 1 9 1 4 A2 110 491 771 2 8 1 4 A3 160 443 812 1 7 1 6 400 _A4 229 582 897 18 14 A5 170 496 869 1 9 1 6 A6 152 384 554 1 4 1 2 200 A7 135 377 796 1 5 1 9 A8 146 285 545 0 7 1 6 100 150 200 250 300 A9 228 521 625 1 5 1 0 GT NIR R 7 8 A 107 377 507 i 7 8 7 17 MIA Eu A12 139 330 655 1 1 1 7 1 67 A13 215 393 771 1 0 1 7 A14 250 563 1056 1 5 1 7 A15 264 699 1199 2 0 1 6 _Al6 182 423 651 13 13 LA17 151 487 911 20 17 a A18 191 535 716 1 9 12 A19 198 592 850 2 1 1 3 A20 194 543 925 1 9 1 5 A21 132 427 637 1 9 1 3 A22 149 475 639 2 0 1 1 A23 220 560 1039 1 7 1 7 A24 195 486 785 16 14 200 400 600 800 A25 167 463 754 1 7 1 4 GT NIR R 7 17 110 285 507 0 7 1 0 7 17 7 24 264 699 1 199 2 8 1 9 1 45
58. 2 5m 1 17 18 I 19 1 2
59. 0 1 3 x 3 4 x 2 3 2 6 1 10 10 3 4 4 5
60. 5 5 5 25 7 3 7 13 9 7 20 m cm cm m 120g cm 1 10 V 11 92 4 6 810ha 21 5 21 7 25 10 15 cm cm m 120g cm 1
61. TE 20 6 0 Mg K 1 5 7 8 7 18 9 14 10 8 120g 10 V 9 2
62. 3kg 10a 5 0 10 0 095 N 23 5 bE 3 oS 6 3 e _N3kg 10a 35 65 75 85 9 V 16 23 IV 56
63. 2 O j http agrimesh dc affrc go jp soil_db figure figure_ map phtml def code 28 3 a 20 b 2
64. V 1 40 2 1g m 1 5 mz gt v 15x 267 V 3 2 8 I 1g WW 1 5 2 0 m AL 3 2 sl gt 1
65. n 97 n 92 14 gt n 35 12 gt 10 gt 8 AA 6 4 y 0 49x 0 61 2 R 0 86 0 0 5 10 15 20 25 NIR R 4 NIR R 2008 2010 20 2 2010 NIR R 5 NIR R
66. 10 9 04 12 15 8 05 3 18 a O 05 4 8 E 7 A 05 5 6 YW 6 le 06 3 22 A 06 4 10 5 2 1 0 0 2 0 3 0 4 0 5 0 6 0 7 0 8 NDVI IV 7 NDVI 2005 2006 0 9 r O 08 Soll LIne 0 7 0 6 05 0 4 _ O 3 22 3 27 0 2 3 31 4 26 5 12 01 0 0 0 0 0 1 02 0 3 0 4 0 5 R I 8 R NIR 2005 33 Soil Line NIRsoil a Rsoil b 3 PVI NIRveg a Rveg b y 1 a2 1 IV 9 PVI NDVI
67. 2 PVI NDVI PVI NDVI RMSE 0 53g m IV 2 IV 10 10 05 A 9 9 05 B O 4 06 C 8 EE 7 0 5 5 4 3 R 0 809 gt 1 ee 0 0 0 0 1 0 2 0 3 0 4 Y 9 PVI NDVI 2007 V 2 2005 lt 20006 El TE EE EE n R2 n R lt NDVI 117 y 0 34e 0 66 17 y 0 006e 0 88 PVI 113 y 20 94x 0 81 y 1 59e 0 62 12 PVI e NDVI 10 oe rr _ at gt _ o
68. 25 0 RN 25 pe S00 SE IOM AS 25 25 2 26 1 EN 26 a S 26 SO 27 2 EOC RE OR DE OR 27 1 27 2 a er A en ee a de i A 27 3 28 4 A ON A a 29 TV 20 1 30 2 1 OO 31 2 32 3 33 4 35 EE ee 36 1 RS RR i ER te ET A eho i he 36 SO 36 2 NE a a NC NS 38 1 ee 5 8 2
69. 10a 2 3kg 65 70cm m 480 520 32 35 SPAD502 3 18 10 23 14 m2 V 12
70. 3 3 2 3 GI NDVD 80 80 NTIRR RVI 40 CAME GI 80 0 O 7 17 A NIRR A7 24 A 4 GI NIRARR 0 1 Hi ae Ls a GI 4 GI NIR R
71. a 500 550kg 0a b 6 c 2 d e mm 15 22 20 3 5 35 4 5 V 13
72. 20 2 4cm 5cm 12 b c VW f Wa g h a 48 V 13 1 2 kg 10a a 6 I 60cm rr _ 0P VOE km
73. 3 G SGPAD502 2 6 5 10 G SPAD502 7 7 7 13 eh OQ R 0 96 DD CO gt Ol G 50 45 40 35 30 25 20 0 00 0 05 0 10 0 15 0 20 0 25 G I 6 G SPAD502 Eh SPAD502 22 4
74. 1 IR 2008 6 25 2009 6 22 2010 6 22 0 5kg 10a 24 D 1 1 2010 2 0 2 4 6g m ee NIR R NIR R 30 m 1g m 2 0 mi 2010 N0O 1 NIR R
75. OE 3 2 5 8 2 12 4 SNS EN 3 1 Te A ee 13 2 15 VEC A re 16 1 a 16 1 16 2 i ee i de ee pt ET 16 1 ee ey ee ee Ee oe es a i RC 16 2 RE en oe de oh ee de ee CE EE a a es ns hs RE 16 3 17 3 i 18 19 1 19 1 NDVI 19 2 NIR R 20 2 2 2 21 3 SE 22 4 93 5 24 Dr OT 25 1
76. A 5 me I 1 JAXA 2 EE I 2 JAXA OR A RR RE RR
77. 1 1 1 GI 25m8 GI GI GI GI 78 4 32 770 2 85 6 860 854 2 7 7 4 2 1 GI Growth Index NDVI x 100 2 30 x 100m 1 1 min min 1 1 19 1 O lt 14 2
78. D5 f 4 A B PC 3 GI NDVI x 100 D GPS GPS GPS GPS X NIR x 100 I 7 GPS 2 GPS
79. 3 5 0 I Y 0 162 X 1 061 Y X SPAD502 3 SPAD502 MM 2 10 44 V 7 1 50 45 ee a EER 25 S gt 37 39
80. BN 58 ee 2 38 DE EE EC 39 V PP 4 2 1 Te 1 2 20 IN CE HS a ee ie CB or NR RS cD a ee ED NNN NN INN vito eg i BO RE O 5 ii 6 t t 1 2 tt a NE A MS A en re CR 5 2 DH a Se RR 3 ee ee i i ee i RT MMNNN MNO emsn 2 NNN 2
81. I 17 GI GI GI 89 8 oo eeee eeee ep eee ee Soe Goese ee eee O08 eeee 66 os So ee 00 00 0 o ee 5 ee e ee eo 0 9 wee oo eg 00 ee ee ee es eo Ge GI 89 2 ee 69 eo oe eoo 3 923020028 GI 88 8 ee ee e008 ep eb 8 S90 66 oo 0 7 21 2 GI 87 5 90 5 10m I 18 GI GI 1 30m 60 100m 15 No 1 1 2 2 5m
82. gt PCG 3 30 ee 25 6 7 6 21 7 5 7 19 8 2 8 16 8 30 9 13 9 27 6 7 6 21 7 5 7 19 8 2 8 16 8 30 9 13 9 27 V 7 4 NM V 10 V 10 gt gt SPAD502 SPAD502 m cm 38 40 42 44 46 48 m cm 34 36 38 40 42 44 65 15 6 70 148 156 gt 2 0 lt 596 5 25 3 IT 25 50 se 4 50 x x
83. 0 50 100 0 50 100 0 50 100 GI GI GI ET H 7 GI 2008 2009 0 5kg 10a 8 a 0 MB 4 HB 0 0 50 100 GI II 8 GI 2008 2009 0 5kg 10a 23 5 6 IR 6 6 5 46 3 6 6 7 1 7 3 4 800 4 600 Se PO SY 4 A e pp 400 A A sp A Sn a A 200 is A 4 0 0 10 20 1 IR I 9 1 IR 800 800 600 600 E E 400 400 BT p00 200 0 0 10 20 30 0 10 20 30 0 10 20 30 1 IR 1 IR 1 IR II 10
84. DVI Difference Vegetation Index NIR R NDVI Normalized Difference Vegetation Index NIR R NIR R RVI 1 RVI 1 gt LR J 400 450 500 550 600 650 700 750 800 850 nm 3 3 4 NIR R G 2 NDVI J NIR R RVI NIR2R Y 1 NIR 2TR2 x100 NIR G NIR2G NIRx100 NIR G NIRTG x100 N
85. e H16 8 y AT A 99 6 e p208143 4 V 2 2 __ _ 8 10 12 14 16 18 20 25 0 15 0 i a RR 1 0kg 10a 1 0kg 10a V 4 1 0 1 5kg 10a We V 3 0 0 1 1 1 os 1 a x xx 3 1
86. 88 CO y 0 8217x 15 263 R 0 8517 GI On 64 1m 84 85 86 87 GI a IV 18 2 100m 1 1 1 2 30 a 100X30m 1 30 5 10ha 1 5 1 1 30 60ha 3 30m
87. a 6 5 0 4 0 5 0 6 0 7 0 8 0 9 0 4 0 5 0 6 0 7 0 8 0 9 NDVI NDVI 1V 4 NDVI J 1 1 GI GI 1 2 GI IV 5 1 0 1 0 1 0 Tr Co Co Co
88. 0 099x r 0 831 93 5 1 2mm 20 2 10 fk 3 A B AX X100 V 14
89. 100000 45 0 3 5 10 cm Xx m2 x SPAD502 x 10 0 342 x 5 0g m
90. 395 72 19 1 337 80 18 3 407 72 19 4 348 81 20 3 408 81 20 0 367 m 397 321 388 360 438 340 399 385 NK 18 0 16 3kg 10a 6 8 10 29 3 g m 828 715 768 623 803 635 823 771 g m g m 1046 646 946 550 931 605 829 497 881 631 804 493 852 631 929 596 118 100 122 100 128 100 1 NDVI 1 000C 22 8 24 6 257 100 NDVI
91. 1 4 5 9 46 1 1 8 551 73 3 6 1 4 4 0 80 0 2 6 565 76 7 5 9 38 0 0 5 556 75 4 5 8 46 32 3 1 NDVI IV 7 R NIR 3 4 IV 8 a SY OO a
92. 25 2 1 GI 2 m 4 3 5 g GI 77 73 80 GI 73 80 10 a 1kg 2 540kg 10 a 75 6 0 3 QGQI 73 80 2 2 NDVI 16 18 1 2 2 GI kg 10a kg 10a 2 0 2 501 69 7 5 2 3 5 1 1 1 505 88 2 5 7 40 73 0 2 2 520 82 7 5 7 3 0 2 2 1 556 67 3 5 7 3 0 2 0 6 516 75 3 5 2 2 8 7
93. 3 NDVJI 2008 2010 2 NIR R 2010 NTR R NIR R 1 R2 0 86 NDVI H 4 10g m NTR R 18 16
94. 3 80 1 1 9 547 77 4 5 5 2 7 0 2 10 521 83 3 5 9 2 6 2 0 10 552 71 4 5 9 46 1 1 8 551 73 3 6 1 44 80 0 2 6 566 76 7 5 9 3 8 0 0 5 556 75 4 5 8 46 3 mY 4 3 5 g GI 82 78 86 Ni 1 9 y 00131e0065x g m gt 70 80 90 100 GI 1 GI 26 3 1 7
95. 50nm 50nm 650nm 50nm 880nm 80nm 1 I 5 NW 60cm
96. 9 1 3 A 9 1 1 999 3 GPS GPS GPS
97. DVI NIR R NIR R 1 1 R lt NIR 0 1 R 0 0 0 999 100 0 0 99 9 NDUVI 100 GI Growth Index 1 4 3 2 1 1 3 5
98. NDVI 21 500C IV 3 NDVI 900 1 000C NDVI 3 900 2 NDVI na IV 4 C824 12 a 8 7 A 6 is 0 4 0 5 0 6 0 7 0 8 0 9 0 4 0 5 0 6 0 7 0 8 0 9 10 O9 23 42E 3 Re 0 7835 OO 8 7 6 5 0 4 0 5 0 6 0 7 0 8 0 9 0 4 0 5 0 6 0 7 0 8 0 9 NDVI NDVI Y 3 0 NDVI 10 eH18 900 C 9 HH17 900C 6_959 H16 9002 8 lt 7
99. P 6 RMSE 0 53g og a 3 amp O 0 0 0 2 4 6 8 10 12 ge m 10 PVI Soil Line 34 4 TW 11 IV 12 V 11 YAMAHA RMAX Type I K a GPS IV 12 1 1
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