Use of Vegetation indices to detect plant diseases
Kerstin Grll, Simone Graeff, Wilhelm Claupein Institute for Crop Production and Grassland Research (340) University of Hohenheim Fruwirthstr.Stuttgart groell@uni-hohenheim.de
Abstract: Todays agriculture is not only confronted with the production of food and animal food, but also with aspects of environmental protection. In todays crop production, there is an increasing pressure to reduce the use of pesticides, to decrease the environmental impact and to lower potential production costs. It is therefore imperative that pesticides are only applied when and where needed. Disease control might be more efficient if disease patches within fields could be identified and fungicides applied only to infected areas. Recent developments in optical sensor technologies indicate the potential to enable direct detection of foliar diseases under field conditions ([We03]). In the context of this study different vegetation indices were evaluated for their potential to detect and identify different plant diseases. The influence of Erysiphe graminis (powdery mildew) and Septoria tritici (leaf blotch disease) on canopy refectance of winter wheat was analyzed in various field trials. Canopy reflectance was measured every 7 days starting from May until mid of July depending on the development of the plants. Reflectance measurements were carried out with a fieldspectroradiometer Field Spec Hand Held (ASD, Inc. Boulder, CO, USA). Reflectance data was evaluated according to known vegetation indices in allegorized specified reflectance bands. Vegetation indices were evaluated for their suitability to detect differences in vitality between healthy and diseased plants and were used to compare the effectiveness of different sensor systems for the purpose of disease identification. From a multiplicity of existing vegetation indices the indices able to detect the relevant plant diseases were selected.

Introduction

The maximum yield of plants, determined by their genetic potential, is seldom achieved. Factors such as insufficient water or nutrients, adverse climatic conditions, plant diseases, and insect damage limit growth at some stage. Especially plant diseases are one of the main reasons for loss in yield and quality. Approximately 30 % of the world harvest is lost on an annual basis due to biotic stress factors ([HG00]). The most widely used method in pest and disease control in arable crops is still to spray pesticides uniformly over fields at different times during the cultivation cycle. However, most disease infestations are not evenly distributed across the field but occur in patches. Pesticides should be targeted only on those places in the field where they are needed.
A simple and cost-effective optical device would allow disease patches to be identified and thus controlled [Mo05]. Various attempts using multispectral sensors and satellite images in detection of diseased crops have been made ([Ka74], [PG77]). During the last decade, vegetation indices based on simple combinations of visible and near-infrared reflectance, such as the normalized difference vegetation index (NDVI) and simple ratio (SR), have been widely used by the remote sensing community to monitor vegetation from space, both on regional and global scales. For the analysis of the FieldSpec measurements the vegetation indices MCARI proposed by [Da00], TCARI proposed by [Ha02], OSAWI proposed by [RSB96] and the vegetation index NPCI proposed by [Pe94] were used in this study.

2 Materials and Methods

2.1 Field experiments To measure reflectance changes under leaf blotch and powdery mildew in the field, a field experiment was conducted during the growing period of 2005 and 2006 at the Experimental Station Ihinger Hof (4844 N, 856E; 687 mm, 7.9 C) of the University of Hohenheim, Stuttgart, Germany. Winter wheat cv. Monopol and Empire were planted. The variety Empire is classified as a high resistant variety, whereas Monopol has a very low resistance against diseases in general (Bundessortenamt, 2005). The inoculum steps I1 = no inoculum = control, I2 = 50 % inoculum, I3 = 100 % inoculum were applied. The trial was set up as randomized block design with three replications. The plots were inoculated with leaf blotch in the spring at GS 32 by strewing infected wheat grain into the plots (CBS 292.69, Germany). Plants were inoculated with powdery mildew (Erysiphe graminis 150, powdery mildrew resistant gene Pm1, 2, 3a, 3c, 3d, 4a, 4b, 5, 6, 7, 8 and 17 obtained from the Federal Biological Research Centre for Agriculture and Forestry, Kleinmachnow, Germany) at GS 30 and 31 by putting infected plants between the plants in the field. Measurements started seven days after the inoculation. To detect the spectral differences between healthy and diseased wheat leafs, the hyperspectral spectroradiometer FieldSpec HandHeld by ASD (Analytical Spectral Devices) was used to collect canopy reflectance data. The FieldSpec Hand Held spectroradiometer has a wavelength range of 325 nm to 1075 nm with an interval of 1.6 nm and a viewing angle of 25 degrees. The spectroradiometer was located two meters above the canopy. According to [LBD03] causes the measuring viewing angle (a) of 25 degrees a field of view (A) of 62 cm2 with a field of view radius (R) of 44 cm. To compare healthy and diseased wheat plants with the experimental field area, six spectroradiometer measurements were made in each plot. These measurements were averaged to one spectral curve for each inoculum step and each variety. The intermediated results were used to appoint and evaluate vegetation indices.

2.2 Vegetation indices For the analysis of the FieldSpec measurements the four vegetation indices MCARI [Da00], TCARI (Transformed Chlorophyll Absorption in Reflectance Index) [Ha02], OSAWI (Optimized Soil-Adjusted Vegetation Index) ([Hu88]) and NPCI (Normalized Pigment Chlorophyll Index) ([Pe94]) were used in this study. The indexes are given in equation 1-4. MCARI = [(R700 - R670) 0.2*(R700 R550)]*(R700/R670) TCARI = 3*[(R700 - R670) 0.2*(R700 R550)(R700/R670)] OSAVI = (1 + 0.16)(R800 - R670)/(R800 + R670 + 0.16) NPCI= (R680 R430)/(R680 + R430) where R430 reflectance at 430 nm [%] R550 reflectance at 550 nm [%] R670 reflectance at 670 nm [%] R680 reflectance at 680 nm [%] R700 reflectance at 700 nm [%] R800 reflectance at 800 nm [%] (1) (2) (3) (4)
3. Results and Discussion
The analysis of the reflectance data by the four vegetation indices indicated that there are significant differences between healthy and diseased plants. At the measurement date 04.07.06 powdery mildew diseased plants indicated differences between the control and the treatment 50 % as well as the treatment 100 % for the vegetation indices OSAWI and NPCI (Tab. 1). The value of OSAWI declined from 0.7814 to 0.6558 and the value of NPCI rose from 0.0510 up to 0.1860. Vegetation Indices Monopol 04.07.06 Control 50% 100% Empire 04.07.06 Control 50% 100% MCARI 0.2413 0.1821 0.1728 0.2413 0.2081 0.2178 a a a a a b TCARI 0.1833 0.1634 0.1665 0.1722 0.1674 0.1672 a a a a a b OSAWI 0.7814 0.6771 0.6558 0.7790 0.7187 0.7359 a b b a b a NPCI 0.0510 0.1755 0.1860 0.1071 0.1578 0.1270 a b b a a a
Tab.1: Used reflectance indices for the varieties Monopol and Empire on the measurement dates 04.07.06 inoculated with powdery mildew
Table 2 shows the vegetation indices for the disease leaf blotch at the measurement date 04.07.06. Differences between healthy and diseased plants were shown for the indices TCARI for the cultivar Monopol and MCARI, TCARI and OSAWI for the cultivar Empire.
Vegetation Indices Monopol 04.07.06 Control 50% 100% Empire 04.07.06 Control 50% 100%
MCARI 0.1775 0.1368 0.1487 0.2042 0.1200 0.1414 a a a a b b
TCARI 0.1903 0.1749 0.1783 0.1986 0.1538 0.1747 a a b a a b
OSAWI 0.6883 0.5950 0.6251 0.7251 0.5482 0.6145
NPCI a 0.2262 a a 0.2990 a a 0.2853 a a 0.2241 b 0.2378 b 0.2797 a a a
Tab.2: Used reflectance indices for the varieties Monopol and Empire on the measurement dates 04.07.06 inoculated with leaf blotch

4. Conclusion

All used vegetation indices were suitable to detect differences in the reflection between healthy and diseased plants. But there was no specific vegetation index for only one of the diseases. Also the sensitivity of the indices was not very high. More vegetation indices have to be tested.

Literaturverzeichnis

[We03] West, J.S., Bravo, C., Oberti, R., Lemaire, D., Moshou, D. and McCartney, H.A. 2003: The potential of optical canopy measurement for targeted control of field crop diseases. Annual Review of Phytopathology, Vol. 41:593-614. [HG00] Habermeyer, J. and Gerhard, M. 2000. Pilzkrankheiten. BASF Landwirtschaft. [Mo05] Moshou, D., Bravo, C., Oberti, R., West, J., Bodria, L., McCartney, A., and Ramon, H. 2005. Plant disease detection based on data fusion of hyper-spectral and multi spectral fluorescence imaging using Kohonen maps. Real Time imaging 11: 75-83 [Ka74] Kanemasu, E.T., Niblett, C.L., Mangea, H., Lenhert, D., and Newman, M.A. 1974. Wheat: ist growth and disease severity as deduced from ERST-1. Remote sensing of Environment 3: 255-260. [PG77] Pederson, V.D., and Gudmestad, N. 1977. Evaluation of foliar diseases of barley with multispectral sensors. Proc. American Phytopathology Society 4: 149. [Da00] Daughtry, C.S.T., Walthall, C.L., Kim, M.S., Brown de Colstoun, E., and Mc Murtrey III, J.E. 2000. Estimating corn leaf chlorophyll concentration from leaf and canopy reflectance. Remote Sensing of Environment 74:229-239. [Ha02] Haboudane, D., Miller, J.R., Tremblay, N., Zarco-Tejada, P.J., and Dextraze, L. 2002. Integratuon of hyperspectral vegetation indices for prediction of crop chlorophyll content for application to precision agriculture. Remote Sensing of Environment 81: 416-426. [Pe94] Penuelas, J., Gamon, J.A., Fredeen, A.L., Merino, J., and Field, C.B. 1994. Reflectance indices associated with physiological chances in nitrogen- and water-limited sunflower leafs. Remote Sensing of Environment 48: 135-146. [LBD03] Laudien, R., Bareth, G. and Doluschitz, R. 2003. Analysis of hyperspectral field data for detection of sugar beet diseases. EFITA 2003 Conference Debrecen, Hungary: 375-381. [Hu88] Huete, A.R. 1988. A soil-adjusted vegetation index (SAVI). Remote Sensing of Environment 25: 295-309.

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F9600BP Analog Master Pack Release R-11 F9600ES Basic Cabinet Power Unit VS/ES BECUB 9600ES A4MXTA Mixer Trunk Card 1- CO Trunk Card - Standard 600 Ohm 3- B16SLD Single Line Telephone Card BASUH F9600 ES Customer Conf. Central Centrol rocessor Card I/0 Processor Card Network Unit Switching Card Cable MC Maintenance Tool 10 Second Battery F9600 EMML Software R-11 MCPR TRU (R-11, 3-1/2") Pre-Formatted diskette (R-11 3-1/2") 18- Pre-Formated Blank Disk (3-1/2") Software TP/TV ACD Basic Service (R-11) Voice Main Basic Service (R-11) ISDN PRI Basic Service (R-11) Hunt Group with Queueing Service (R-11) Software - R-11 Ultra Small Kit 11- Ferrite Beads F9600ES Site Documents Library CD PCMCIA 40MB Flash Memory Card
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4,900.00 2,000.00 200.00 200.00 100.00 300.00 900.00 200.00 3,000.00 500.00 500.00 100.00 200.00 200.00 150.00 1,000.00 100.00 180.00 100.00 500.00 500.00 750.00 500.00 500.00 100.00 70.00 500.00

216.00

360998-02 E04B-3121-B101 E14L-2389-S200 E15B-9709-C001 E16B-3001-R460 E16B-3009-R170 E16B-3009-R151 E16B-3013-R330
F9600BP Digital Master Pack Release R-11 F9600ES Basic Cabinet Power Unit VS/ES BECUB 9600ES A4MXTA Mixer Trunk Card 1- CO Trunk Card - Standard 600 Ohm 3- B16DLC Digital Line Telephone Card 0- Analog Station Card BASUH F9600 ES Customer Conf. Central Centrol rocessor Card I/) Processor Card Network Unit Switching Card Cable MC Maintenance Tool 10 Second Battery F9600 EMML Software R-11 MCPR TRU (R-11, 3-1/2") Pre-Formatted diskette (R-11 3-1/2") 18- Pre-Formated Blank Disk (3-1/2") Software TP/TV ACD Basic Service (R-11) Voice Main Basic Service (R-11) ISDN PRI Basic Service (R-11) Hunt Group with Queueing Service (R-11) Software - R-11 Ultra Small Kit 11- Ferrite Beads F9600ES Site Documents Library CD PCMCIA 40MB Flash Memory Card
14,100.00 3,000.00 3,750.00 750.00 412.50 1,293.75 6,525.00 2,100.00 2,175.00 6,262.50 2,544.75 2,700.00 112.50 431.25 937.50 337.50 6,375.00 420.00 54.00 315.00 210.00 1,050.00 2,100.00 350.00 700.00 110.00 395.00 900.00
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E01B-0617-C001/C E16B-3024-R470 E16B-3024-R480 E16B-3025-R070 E660-2508-T185 E270-0016-T181 E98L-0022-0179 301976-1B 360114-1B 360192-1B 360193-15 360745-1B 360558-1B 360560-1B 360561-1B 360596-1B 365414-01 719125-01 365401-01 735192-40
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F9600ES Non-Redundant Analog Master Pack R-11 Basic Cabinet BASUH F9600 Es Customer Conf. Extender Connector Unit ES Power Unit ES Central Control (32 Bit CPU) I/O Control Processor Card Network Card PCMCIA 40MB Flash Memory Card Mixer Trunk Card Dual Tone Multi Frequency Tone detection Card 3- Single line Telephone Card 2- MC Cable (direct) MDM Cable Maintenance Tool Site Documentation Library-CD 11- Ferrite Bead for MDF cable
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144.00

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F9600MS Analog Master Pack R-11 Five shelf cabinet Front Cover Side Cover (left/right) Control Panel D MRP Unit Shelf (MCPR) Line/Trunk Unit Shelf Network Clock Terminator Filter Central Control 32-Bit Processor Main Memory Control 16MB I/O Control Processor Switching Network Card A Switching Network Card D Highway Interface Card System Supervisory Control Power Supply Card A Power Supply Card B Power Supply Card C Floppy Disk Drive Hard Disk Drive (45MB) Miscellaneous Control Card 5-Analog line station card Mixer Trunk Card Dual Tone Multi Frequency Tone Detection Card MPRF Cable A
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5,500.00 6,000.00 100.00 100.00 300.00 3,000.00 5,000.00 70.00 70.00 3,000.00 500.00 200.00 200.00 200.00 200.00 200.00 200.00 200.00 100.00 300.00 1,000.00 200.00 1,500.00 100.00 100.00 100.00 500.00

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19,500.00 10,050.00 1,522.50 877.50 1,147.50 6,337.50 4,286.25 71.25 26.25 4,500.00 6,000.00 1,762.50 1,980.00 975.00 757.50 787.50 750.00 1,008.75 1,252.50 577.50 5,100.00 521.25 10,875.00 412.50 1,046.25 1,162.50 1,989.75 226.50 244.50 345.00 315.00 360.00
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360449-01 E08B-1014-B001

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F9600M Digital Master Pack R-11 Five Shelf Cabinet Front Cover (SSD) Side Cover Conrol Panel C 2-MPR Unit Shelf (MCPR) Line/Trunk Unit shelf 6- Netword Clock Terminator 2- Central Control 32 bit 2- Main Memory Control 16MB 2- Inter-system Comm Control & system 2- I/O Conrol Processor 2- Switching Network Card A 2- Switching Network Card D 2- Highway Interface Card 2- Clock Distributo Card 2- System Supervisory Control 2- Power Supply Card A 2- Power Supply Card B 2- Power Supply Card C 2- Floppy Disk Drive 2- Hard Disk Drive (45MB) Miscellaneous Control Card 5- Digital line Card Mixer Trunk Card Dual Tone Multi Frequency Tone Detection Card MPRF Cable A
32,250.00 10,050.00 1,522.50 877.50 1,147.50 12,675.00 4,286.25 427.50 9,000.00 12,000.00 892.50 3,525.00 3,960.00 1,950.00 1,515.00 2,550.00 1,575.00 1,500.00 2,017.50 2,505.00 1,155.00 10,200.00 521.25 10,875.00 412.50 1,046.25 1,162.50 1,989.75 226.50 244.50 345.00 315.00 360.00
5,500.00 6,000.00 100.00 100.00 300.00 6,000.00 5,000.00 600.00 6,000.00 1,000.00 400.00 400.00 400.00 400.00 400.00 400.00 400.00 400.00 200.00 200.00 600.00 2,000.00 200.00 1,500.00 100.00 100.00 100.00 500.00 200.00 200.00 70.00 70.00 70.00
E660-2506-T846#11 MC Cable Direct E660-2506-T847#12 MC Cable Modem E00B-9598-E017 E00B-9605-E002 360706-01 Maintenance Parts Maintenance Tool Site Documentation (M-R11)
360439-01 E08B-1014-B001 E210-9900-T061 E03B-9260-C001 E16B-3015-R600 E16B-3002-R970 Basic Cabinet Pack for F9600M Five shelf cabinet Front Cover (w/o SSD) Line/Trunk Unit 2- Highway Interface Card 2- Power Supply C 18,075.00 10,050.00 1,522.50 4,286.25 1,515.00 2,505.00 5,000.00 5,000.00 100.00 5,000.00 400.00 200.00 N/A
360441-01 E03B-9260-C001 E16B-3015-R600 E16B-3002-R970
Basic LTU Pack for F9600M Line/Trunk Unit Shelf 2- Highway Interface Card 2- Power Supply Card C
6,000.00 4,286.25 1,515.00 2,505.00
5,000.00 5,000.00 400.00 200.00
Power Plant Rectifier with 2 hour battery backup for 1200 ports Rectifier with 4 hour battery backup for 1200 ports Rectifier with 8 hour battery backup for 1200 ports 11,075.00 12,500.00 15,650.00 1,500.00 2,000.00 3,000.00 N/A N/A N/A

E08B1013C002 E6609900T052#1 360300-01 E0B1356B101 E08B1019C001 E00B9605E002 E00B9598E017 E2100042T512#usa Aux/Mw 2 Power Supply Aux/Mw Cable 5 Meters Auxiliary Alarm Sender External Alarm Indicator Maintenance Tool Maintenance Parts Cable Duct for MS, M, XL 1,079.25 72.75 6,150.00 3,258.75 1,500.00 315.00 345.00 862.50 200.00 100.00 2,000.00 500.00 1,000.00 200.00 200.00 1,000.00 N/A N/A N/A N/A N/A N/A N/A N/A
Maintenance Terminal 301976-1B 301977-02 301977-03 301869-01 360675-01 73077-15 E660-2506-T847#12 MD885-R2 F9600 EMML Software (R-11 3-1/2"FD) F9600 EMML Basic Kit (mono) F9600 EMML Basic Kit (color) Printer Kit EMML/FSM FSM Fujitsu Site Manager 33.6 BPS Modem (Remote Maintenance) Modem Cable Call Back Modem for security 308.75 2,520.00 2,880.00 292.50 2,535.00 150.00 154.85 1,295.00 150.00 300.00 300.00 100.00 300.00 100.00 100.N/A 25.00 25.00 10.00 25.00 N/A N/A N/A
Manufacturer: Fujitsu Model: F9600XL (3000 Trunks By 9600 Stations) T960252

Company TR Services Inc.

360514-11 E08B-1014-B001 E210-9900-T060 E210-9900-T062 E06B-1357-C101 E01B-0474-C001 E04B-9111-C001 E03B-9260-C001 E20B-9512-R610 E16B-3015-R670 E16B-3014-R200 E16B-3015-R690 E16B-3001-R370 E16B-3001-R380 E16B-3015-R700 E16B-3015-R580 E16B-3015-R600 E16B-3015-R470 E16B-3009-R220 E16B-3003-R870 E16B-3003_R880 E16B-3002-R970 E15B-0080-C002 E15B-0135-C001 E16B-3003-R550 E16B-3013-R330 E16B-3001-R460 E16B-3003-R710 E16B-3003-R260 E00B-0413-E201
F9600XL Analog master Pack R-11 Five Shelf Cabinet Front Cover (SSD) Side Cover Conrol Panel B 2- MPR Unit Shelf (MCPR) 2- CPR Unit Shelf (MPR) Line/Trunk Unit shelf 6- Netword Clock Terminator 4- Central Control 32 Bit Processor 2- Main Memory Card 8MB 2- Main Memory Card 16MB 4- Inter-System Comm. Control & System 4- Inter- Multi Processor A 2- I/0 Control Processor 2- Switching Network Card A 2- Highway Interface Card 2- Clock Distributor Card 2- System Supervisory Control 2-Power Supply Card A 4-Power Supply Card B 2- Power Supply Card C 2-Floppy Disk Drive 2-Hard Disk Drive (45MB) Miscellaneous Control card 5- Single Line Telephone Card Mixer Trunk Card Dual Tone multi Frequency Tone decection Card BASF Cable A
77,250.00 10,050.00 1,522.50 877.50 1,173.75 12,675.00 12,030.00 4,286.25 427.50 18,000.00 6,000.00 12,000.00 1,785.00 2,685.00 3,525.00 3,960.00 3,960.00 2,550.00 1,575.00 1,500.00 4,035.00 2,505.00 1,155.00 10,200.00 521.25 10,500.00 412.50 1,046.25 1,162.50 2,812.50 453.00 244.50 345.00
10,000.00 5,000.00 100.00 100.00 200.00 2,000.00 2,000.00 5,000.00 420.00 12,000.00 2,000.00 1,000.00 800.00 800.00 400.00 400.00 400.00 400.00 400.00 400.00 800.00 200.00 600.00 2,000.00 200.00 1,500.00 100.00 100.00 100.00 100.00 400.00 200.00 200.00
E660-2506-T846#11 4-MC Cable Direct E660-2506-T847#12 2-MC Cable Modem E00B-9598-E017 Maintenance Parts
E00B-9605-E002 360702-01 Maintenance Tool Site Documentation (XL-11) 315.00 360.00

200.00 70.00

E660-2508-T186 E660-2508-T191 E270-0018-T181 360703-01 719125-01 360728-19 360192-19 360563-19 360566-19 360537-19
MCM Cable (Modem) MCLK-A-Cable Maintenance Tool Site Documentation (ES-R-11) 11- Ferrite Bead for MDF Cable ES Non-Red. 1-2 Cabinet Software ES Floppy Disk Boot Software FIPN Basic Service Software FIPN Centralized VMS Software FIPN CAS Satellite Service 112.50 165.00 431.25 395.00 110.00 4,200.00 294.00 3,500.00 3,500.00 2,100.00
70.00 200.00 70.00 70.00 100.00 1,000.00 100.00 1,000.00 500.00 500.00
Main Distribution Frame MAIN MDF 4X8 Plywood Backboard 66M1-50 Blocks with 89B Brackets (priced each) T-Post (Priced each) 100.00 32.00 2.00 100.00 25.00 1.00
UPS SYSTEM UPS UPS-1 UPS-2 UPS-4 UPS-8 UPS - 1 hour for F9600ES UPS - 2 hour for F9600ES UPS - 4 hour for F9600ES UPS - 8 hour for F9600ES 2,500.00 2,800.00 7,900.00 9,925.00 200.00 200.00 300.00 400.00 N/A N/A N/A N/A
PBX CARDS E16B-3022-R420 E16B-3018-R633 E16B-3014R220 E16B-3018-R620 AWHI1A Highway Interface 1A Card PSOPCM TCSI Processor Card ES PSDCCJ Data Comminication Card J PSDCCK data Communication Card K 375.00 3,975.00 825.00 1,608.75 100.00 100.00 100.00 100.00 N/A N/A N/A N/A
Manufacturer: Fujitsu T960252 E98L-00220179
E08B-1015-K001 E16B-3025-R080 E16B-3025-R090 E16B-9900-R120 E16B-9900-R121 E16B-3013-R330 E16B-3008-R250 E16B-3012R040 E16B-3009-R151 E16B-3009-R170 E16B-3003-R820 E16B-9900-R010 E6602506T662#8 E16B-9900-R020 E6602506Y662#8 E16B-3018-R790 E16B-3009-R770 E16B-3001-R460 E16B-3001 R470 E16B-3003R710 E16B-3003-R260 E16B-9900-R000 E6602506T662#8 E16B-3003-R280 E16B-3007-R430 E16B-3003-R560
Internal Battery (10 Seconds) Battery Adapter Kit BHWI0A Highway Interface 0A Card BHWI2A Highway interface 2A Card Power & Msg. Waiting Ring Generator Card Ring Generator Card B16SLD Single line Telephone Card B8SLA Single line Telephone Card - OPS B4SLA Ground Start Card B16DLC 16 Circuit Digital Line Card B8BWCC Bothway CO TrunK Card - 600 ohms B8BWCC Bothway CO TrunK Card - 900 ohms B8TTEE 2-wire E&M Trunk Card Trunk Cable B6TTEF 4-wire E&M Trunk Card Trunk Cable BALIAA Alarm Indication Adapter B8DIDA One Way DID Trunk Card A4MXTA Mixer Trunk Card A2CFTA Conference Trunk Card B8DMRA DTMF Receiver Trunk Card B8TDTA Tone Dection Card B10PTB Power Fail Transfer Trunk Trunk Cable B8NCCA Night Answer Bell/Code Card B4CHTB Character Trunk Card B2MDTA Modem Pool Controller Card 937.50 375.00 397.50 405.00 2,955.00 1,305.00 2,100.00 1,912.50 1,162.50 2,175.00 1,293.75 1,293.75 975.00 127.50 1,125.00 127.50 318.75 1,263.75 412.50 435.00 1,046.25 1,162.50 420.00 127.50 855.00 1,050.00 1,301.25

100.00 75.00 75.00 75.00 100.00 100.00 300.00 300.00 300.00 300.00 300.00 300.00 500.00 70.00 500.00 200.00 200.00 500.00 100.00 100.00 100.00 100.00 300.00 70.00 200.00 300.00 300.00 N/A N/A N/A N/A N/A N/A 24.00 12.00 6.00 N/A N/A 24.00 N/A 18.00 N/A N/A N/A N/A N/A N/A 48.00 24.00 12.00 48.00 24.00 24.00 24.00
Manufacturer: Fujitsu T960252 E6602506T760#5
E16B-3008-$040 E16B-3019-R761 E16B-3009-R560 E16B-3011-R290 E16B-3015-R800 360639-01 360445-01 360451-04 E16B-9900R030 E6602508T191 E16B-9900-R100 E16B-3019-R040 E6602508T185 E6602508T186 E6602506T846#11 E6602508T179#1 E6602508T179#2 E6602508T180 360300-01 E06B1356B101 E6602507T332#1 E08B1019C001 E2700018T181 E08B1016C001 E08B1017C001 360703-01
MDC-Modem Cable A for B2MDTA Card B8MDPA Low Spped Modem Card B2ATAD Attendant Line Card ES A3VTKA Didital Record Announce Card A2FICA V.110 Rate Adapter Card B8BLCA BRI Line Circuit Card ISDN PRI Extension Pack (BPLCBA) T-1 Trunk Pack (BDTKAA) ISDN PRI Trunk Pack (BPTKCA) B1DK2B ISDN/PRI T-1 Trunk with Sync. MCLK-A-Cable (Clock Sync Cable) B2DK2B ISDN/PRI T-1 Trunk 2 Circuit B10ADA Voice Compression Trunk MC Cable Direct (PSIOUA) MC Cable Modem (PSIOUA) MC Cable Direct (PSDCCJ/K) HW Cable HW Cable EXT HW Cable Auxiliary Cabinet Alarm Sender Alarm Sender Cable for ES External Alarm Indicator Maintenance Tool ES External Battery Basic Cabinet ES External Battery Expension Cabinet ES F9600 Site Documentation 133.50 4,736.25 622.50 1,650.00 1,800.00 2,700.00 7,200.00 3,000.00 7,200.00 281.25 165.00 517.50 2,625.00 112.50 112.50 113.25 150.00 150.00 120.00 6,150.00 3,258.75 228.75 1,500.00 431.25 2,250.00 2,250.00 269.25
70.00 500.00 125.00 300.00 300.00 400.00 500.00 400.00 500.00 200.00 200.00 100.00 500.00 70.00 70.00 70.00 70.00 70.00 70.00 2,000.00 500.00 100.00 1,000.00 200.00 300.00 300.00 70.00 N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A 15.00 N/A N/A N/A 24.00 72.00 72.00 72.00 N/A 24.00
301976-1B 301977-02 301977-03 301869-01 360675-01 735007-15 MD885-R2
F9600 EMML Software (R-11 3-1/2"FD) F9600 EMML Basic Kit (mono) F9600 EMML Basic Kit (color) Printer Kit EMML/FSM FSM Fujitsu Site Manager 33.6 BPS Modem (Remote Maintenance) Call Back Modem for security
337.50 2,520.00 2,880.00 337.50 2,925.00 150.00 1,295.00
150.00 300.00 300.00 100.00 100.00 100.00 250

N/A 25.00 25.00 10.00 25.00 N/A N/A
Manufacturer: Fujitsu Model: Station Equipment T960252
Attendant Console E07B-1095-B001 E07B-1095-B501 E07B-1075-B001 E6602506T662#9 E6602506T662#10 Attendant Console Attendant Console with Voice Record/Announce BLF/DSS Console Attendant Power Cable for EG Connection Attendant Power Cable for EH Connection 2,246.25 2,962.50 1,331.25 133.50 127.50 400.00 450.00 400.00 75.00 75.00 N/A N/A N/A N/A N/A
Digital Station Telephone F10B0794B001#BK F10B0794B001#IV F10B0816B001#BK F10B0816B001#IV F10B0791B001#BK F10B0791B001#IV F10B0790B001#BK F10B0790B001#IV F10B0789B001#BK F10B0789B001#IV F11B0396B002#BK F11B0396B002#IV F10B0789K001#BK F10B0789K001#IV F10B0705K001 F12B337B101 EC022212 A5 EC022212 A10 DT12 Basic Black Telephone DT12 Basic Ivory Telephone DT12D Black Display telephone DT12D Ivory Display telephone DT12S Black Speakerphone DT12S Ivory Speakerphone DT12DS Black Display speakerphone DT12DS Ivory Display speakerphone DT24DS Black Display Speakerphone DT 24DS Ivory Display Speakerphone 30 Button Add-On-Module (Black) 30 Button Add-On-Module (Ivory) Data Terminal Adapter (Black) Data Terminal Adapter (Ivory) Data Terminal Adapter (External) Low Speed Data Interface Unit RS-232 Cable 5 feet RS-232 Cable 10 feet 127.50 127.50 255.00 255.00 340.00 340.00 382.50 382.50 425.00 425.00 412.50 412.50 202.50 202.50 202.50 393.75 20.00 25.00 117.00 122.00 122.00 122.00 122.00 122.00 122.00 122.00 122.00 122.00 122.00 122.00 117.00 117.00 117.00 125.00 70.00 70.00 N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A
EC022212 A25 EC022212 A50 F12B0341B101 360541-01 360541-02 360541-04 F11B0396K003 F10B0789K004 F10B0789K006 F10L0954S001#BK F10L0954S001#IV F14L1058S100DC1 F10B0731B011 F10B0732B111 F10B0734B311 3601870-01 360188-01 360189-01 360190-01 724117-04 724117-05 F10B0705K007 F10B0705K005 F10B0706K003 F10B0706K004 F10BB0707K002 F10B0708K002 360101-01 D110-041-009 D110-045-009 D110-039-009 RS-232 Cable 25 feet RS-232 Cable 50 feet High Speed Date Interface unit (External) Facemat for DT12/DT12S (50 pieces) Facemat for DT12D/DT12DS (50 pieces) Facemat for DT24DS (50 pieces) Facemat (Mylar) for BTM (50 Pieces) DT Wall Hanger Kit (DT12/24) DT Directory Tray/Sheets DT Handset (Black) DT Handset (Ivory) Power Supply Adapter DT120A Digital Term. 14B/Hayes DTA DT221B Digital Term. 28B/Display/Speakerphone DT130B SST/ACD/14B/Spk/Hayes DT Facemates 14B without Display DT Facemats 14B with Display DT Facemats 28B without Display DT Facemats 28B with Display 14 foot ivory handset cord 25 Foot ivory handset cord DT Wall hanger Unit (DT XYZ A/B) DT Clear Cover 14 Button (20 pieces) DT Clear Cover 28 Button (20 pieces) Key unit ( Converts 14B to 28B) LCD Unit Key/LCD Unit Label (Fujitsu) Attendant Console User Guide Single Line Telephone Quick Reference User Guide Digital Telephone Quick Reference Quide

425.00 420.00 490.00 50.00
100.00 100.00 100.00 100.00
40074-500 11164-519 40108-519 12086-519 11294-519
50.00 80.00 100.00 95.00 100.00 20.00 125.00 50.00
50.00 50.00 50.00 100.00 50.00 50.00 50.00 50.00
50-70117 LB-1R4 VO-84-T6 VO-84-T3

30.00 4.00 80.00 55.00

50.00 8.00 50.00 50.00
SMHB-E-TX-12 HB-E-TX-8 100BTX-FRL-01 E-PSW-TX-02 E-PSW-FX-02 MSB-E7/H1 MSB-E6/X2 MSB-E6/E2 MSB-EFL7/H1
300.00 599.00 525.00 599.00 900.00 450.00 450.00 400.00 2,400.00
200.00 200.00 200.00 200.00 200.00 200.00 200.00 200.00 300.00

SMMC-E SNMPcV4

Internal management Daughterboard Castle Rock Network Management Software (Supply Only) MANAGEABLE/STACKABLE PRODUCT StackMaster, 16 port, fixed StackMaster, 24 port, fixed StackMaster, 6 Port Fiber Hub StackMaster, 12 Port Fiber Hub UNMANAGED PRODUCT 4 Port Pocket Hub, DTE AUI 4 Port Pocket Hub, No AUI 8 Port Hub With AUI & BNC 8 Port Pocket Hub, no AUI 16 Port Hub, mdi/mdx Cascade Ports, AUI & BNC 12 Port Coax Hub 6 Port Coax Hub 6 Port Multi Media Repeater 2 Port Multi Media Repeater SLIDE IN CARDS 10BaseT SIC 10Base2 SIC 10BaseFL SIC (ST) REDUNDANT 10BaseFL SIC (ST) AUI DTE SIC AUI DCE SIC BRIDGE SIC MEDIA CONVERTERS Media Converter, Fiber to RJ45 Media Converter, BNC (Coax) to Fiber Media Converter, BNC (Coax) to RJ45 Media Converter, 8 Port, Fiber to RJ45 Media Converter,Single Mode to Multi Mode

300.00 400.00

200.00 50.00
SMHB-E-TBT-16 SMHB-E-TBT-24 SMHB-E-FL-6 SMHB-E-FL-12
400.00 600.00 1,199.00 1,699.00
200.00 225.00 250.00 300.00
E-TBT-HB-0400 E-TBT-HB-0402 E-TBT-HB-0804 E-TBT-HB-0803A E-TBT-HB-1600 E-TB2-HB-1021 E-TB2-HB-1021(B) E-MMR-06 E-MMR-2
75.00 75.00 110.00 100.00 270.00 500.00 625.00 400.00 225.00
70.00 70.00 70.00 70.00 100.00 100.00 100.00 100.00 100.00
E-TBT-SIC E-CX-SIC E-FRL-SIC E-FL/RED-SIC E-AUI-DT-SIC(B) E-AUI-DT-SIC(B) E-BR-SIC E-TBT-FRL-02 E-CX-FRL-04 E-CX-TBT-04 E-TBT-FRL-1007 F-125SM-MM-SC-01
70.00 65.00 150.00 75.00 65.00 500.00 200.00 225.00 125.00 1,299.00 1,680.00
70.00 70.00 70.00 70.00 70.00 100.00 70.00 70.00 70.00 100.00 100.00
| E-FRL-MC01(C) E-FRL-MC02 E-FL/RED-MC01 E-TBT-MC01(D) E-CX-MC01(B)
TRANSCEIVERS 10BaseFL Tranciever 1300 nm Fiber Tranceiver Redundant 10BaseFL Tranceiver Full Featured 10Base-T Tranceiver 10Base2 Tranceiver SYSTEM 3X / AS400 PRODUCT PowerStar III Star Controller, Active, RJ-45 Host PowerStar IV, 2 Host, 14 Device, SIC Twinax SIC Fiber SIC Balun, RJ-45, Active Pins 5&4 ACTON PRODUCTS 8 Port 10BaseT hub w/BNC Port, Smartwatch 16 Port 10BaseT Hub w/BNC & AUI Ports, Smartwatch 24 Port 10BaseT Hub w/BNC & AUI Ports, Smartwatch 16 Port 10BaseT, Stackable, w/BNC Module, SNMP Ready 16 Port 10BaseT, Stackable, w/BNC Module, SNMP Agent Fast Ethernet Hubs Smart 8 Port Hub, 8-100BaseTX, Smartwatch Smart 12 Port Hub, 12-100Base-TX Ports, Smartwatch 11 Port 100Base-TX & 1Port 100Base-TF-SC 11 Port 100Base-TX & 1Port 100Base-TF-ST 12 Port Stackable, 100Base TX & Optional Switch Modules 12 Port Dual Speed, 12-10BaseT/100BaseTX & 1 MII Port 24 Port Dual Speed, 12-10BaseT/100BaseTX & 1 MII Port 12 Port Stackable, 12-100BaseTX, Smartwatch 12 Port Stackable, 12-100BaseTX, SNMP, Smartwatch Transceivers

150.00 350.00 375.00 50.00 50.00
70.00 70.00 100.00 100.00 50.00
PSIII-2/14-45 PSIV-2/14-45 PS-T-SIC PS-F-SIC 3-4554
450.00 450.00 75.00 175.00 20.00
EN2040 EH2041S EH20224 EH1501S EH1502S
100.00 200.00 250.00 395.00 510.00
100.00 200.00 300.00 200.00 300.00
EH3042S EH3012-TX EH3012-TF-SC EH3012-TF-ST EH3012A EH3012B EH3024B EH35121-TX EH3512M-TX
375.00 600.00 875.00 875.00 610.00 700.00 1,500.00 1,200.00 1,600.00
300.00 300.00 300.00 300.00 300.00 300.00 400.00 400.00 400.00

EN2032 EN2031 EN2009

AUI to 10Base2 (RJ45) Transceiver AUI to Fibre Optic (ST) Transceiver AUI to 10Base2 (BNC) Transceiver FIBER OPTIC SYSTEM COMPONENTS Splice enclosure, 24 Port (Fibre Inst Sales) Splice Enclosure, 12 port

35.00 125.00 35.00

70.00 70.00 70.00

559237-1 559094-1

175.00 114.00

200.00 100.00

Manufacturer: Fujitsu Model: BRSU (Branch Remote) T960252
Net Eqpt. Net Labor Unit Maint. Cost to State/ Cost to State/ Price/ Unit Unit Month
360929-02 E08B-1023-B001 724164-02 E16B-3013-R330 E16B-3019-R802 E16B-3019-R830 E16B-3027-R250 E16B-9900-R120 E16B-9900-R330 E16B-9900-R340 E20B-9900-R530 710047-01 710047-02
Branch Remote Unit (BRSU) Analog Masterpack BRSU Cabinet 2- T1 Trunk, 8 Pin modular Cable I/O Cable 27Ft. 1- Single line Telephne Card Control Card (Remote Side) T1 Link Card (Remote side) Highway Card Power+Msg Waiting Ring Generator Card Control Card (Master Side) T1 Link Card (Master Side) 2- T1 Link Adapter BRPS-5 BRPS-48
8,900.00 9,750.00 600.00 2,100.00 1,635.00 1,290.00 1,050.00 2,955.00 1,704.75 1,400.25 55.50 1,719.75 1,392.75
5,000.00 5,000.00 400.00 300.00 500.00 500.00 100.00 100.00 200.00 200.00 200.00 200.00 200.00

120.00

360930-02 724164-02 E16B-3013-R330 E16B-3019-R802 E16B-3019-R830 E16B-3027-R250 E16B-9900-R330 E16B-9900-R340 E20B-9900-R530
Upgrade BRSU Analog Master Pack (Dual T-1) 2- T1 Trunk, 8 Pin modular Cable I/O Cable 27Ft. 1- Single line Telephne Card Control Card (Remote Side) T1 Link Card (Remote side) Highway Card Control Card (Master Side) T1 Link Card (Master Side) 2- T1 Link Adapter
6,000.00 9,750.00 2,100.00 1,635.00 1,290.00 1,050.00 1,704.75 1,400.25 55.50
5,000.00 5,000.00 300.00 500.00 500.00 100.00 200.00 200.00 200.00

360929-01 E08B-1023-B001

Branch Remote Unit (BRSU) Digital Masterpack BRSU Cabinet

8,900.00 9,750.00

5,000.00 5,000.00
724164-02 E16B-3009-R151 E16B-3019-R802 E16B-3019-R830 E16B-3027-R250 E16B-9900-R120 E16B-9900-R330 E16B-9900-R340 E20B-9900-R530 710047-01 710047-02 T1 Trunk, 8 Pin modular Cable I/O Cable 27Ft. 1- Digital line Telephne Card Control Card (Remote Side) T1 Link Card (Remote side) Highway Card Power+Msg Waiting Ring Generator Card Control Card (Master Side) T1 Link Card (Master Side) T1 Link Adapter BRPS-5 BRPS-48
300.00 2,175.00 1,635.00 1,290.00 1,050.00 2,955.00 1,704.75 1,400.25 27.75 1,719.75 1,392.75
200.00 300.00 500.00 500.00 100.00 100.00 200.00 200.00 200.00 200.00 200.00
360930-01 724164-02 E16B-3009-R151 E16B-3019-R802 E16B-3019-R830 E16B-3027-R250 E16B-9900-R330 E16B-9900-R340 E20B-9900-R530
Upgrade BRSU Digital Master Pack (Dual T-1) T1 Trunk, 8 Pin modular Cable I/O Cable 27Ft. 1- Digital line Telephne Card Control Card (Remote Side) T1 Link Card (Remote side) Highway Card Control Card (Master Side) T1 Link Card (Master Side) T1 Link Adapter
6,000.00 300.00 2,175.00 1,635.00 1,290.00 1,050.00 16,704.75 1,400.25 55.50
5,000.00 4,000.00 300.00 500.00 500.00 100.00 200.00 200.00 200.00
BRSU Misc. Parts D110-008-011 D110-045-011 D110-045-011 E16B-9900-R120 E16B-9900-R000 BRSU Installation Manual Single line Telephone Quick reference Quide Digital Telephone Quick Reference Guide Power+Msg Waiting Ring Generator Card Power Failure Transfer Card 5.00 0.00 0.00 2,955.00 420.00 255.00 100.00 300.00 200.00 10.00 N/A
E660-2506-T662#8 2- E&M Trunk/PFT Cable
MOVES ADDS CHANGES T960252

Activity Description

Cost of Modification to First Station
Cost of Modification for Each Additional Station on Same Order
PABX Program Changes: Adding a Trunk on existing equipment- Cross-connect & programing only Adding a Station on existing equipment - Cross-Connect & programing only Adding a single line telephone to an existing station card Adding a digital telephone to an existing station card Programing ARS Programing restrictions PABX Software Release Upgrades Traffic Studies Station Changes Change button layout on telephone Changing ringing on phones Change extension numbers Relocate extension to existing cable Relocate loud ringing device Relocation of telephone to non-cabled position - non plenum wiring Relocation of telephone to non-cabled position - plenum wiring 100.00 100.00 100.00 100.00 125.00 175.00 184.00 70.00 70.00 70.00 70.00 100.00 150.00 159.00 150.00 150.00 125.00 125.00 500.00 100.00 8,000.00 250.00 N/A N/A 100.00 100.00 100.00 100.00 N/A 70.00
Hourly Rate Structure Standard Hourly rate Overtime rate Sunday & Holiday Rate 70.00 105.00 140.00

Remote Programing

Cost Accounting System Annual V&H Pricing upgrades (Quarterly) Tapit software upgrades End-User Telephone Support 600.00 1,000.00 600.00 200.00 250.00 N/A

Implementor

50.00 per Hour
Training Traing an individual to become the on site trainer (Telephone and/or Voice Mail) Training Console personnel (Telephone) Training End user personnel (Telephone and/or Voice Mail) 50.00 per Hour 50.00 per Hour 50.00 per Hour
Also Refer to Software Section in the Bid Response
Manufacturer: Active Voice T960252 Auto Add to Orginal Contract

MFG. PART #

INC. PART #

NYS EQ.COST

NYS LABOR COST
Repartee UC TurnKey solution - Iclludes Dell GX60 256MB RAM, EIDE Hard Drive, CD-ROM, Onboard Ethernet NIC, Color Monitor, 56K modem Keyboard & mouse - Windows 2000 Server Repartee UC Analog (16 Ports maximum) 4 Ports - 3 PCI remaining 8 Ports - 2 PCI remaining 12 Ports - 1 PCI remaining 16 Ports - 0 PCI remaining Repartee UC Serial (16 Ports maximum) 4 Ports - 3 PCI remaining 8 Ports - 2 PCI remaining 12 Ports - 1 PCI remaining 16 Ports - 0 PCI remaining
AV125-04457 AV125-04458 AV125-06392 AV125-06393
5,895.00 9,324.90 12,836.00 17,958.40
1,000.00 1,500.00 2,000.00 2,500.00
120.00 240.00 360.00 480.00
AV125-04460 AV125-04461 AV125-06394 AV125-06395
6,300.00 9,729.90 13,196.00 18,318.40
AV400-06463 AV400-05271 AV400-05271+440-04813 AV440-066087 AV400-03230 AV440-00176 AV310-04500 AV440-01559
Custom Design for Windows Voice Mail Level I Server (3 PCI Slots) - Dell GX280 P4 2.8GHz Level II Server (1 PCI & 6 PCI-X Slots) Level II Server w/Raid - 5 (1PCI & 6PCI=X Slots) Monitor Expansion Chassis (7 PCI slots) External Modem Serial Integration for SMDI Applications 20 minute UPS PCI Voice Board Options D/4PCI - 4 port -requires 1 PCI slot (Level I PC only) D/41JCT-LS 4 prts may use 1 PCI or 1 PCI-X slot D/120 JCT-LS Rev2 PCI 12 port 1 PCI or 1 PCI-X Slot D/240JCT-T1 Rev2 PCI 24 port T-1 may use PCI or PCI-X Note: must use JCT boards for Speeck Recognition CT Bus Cable Required for D/120JCT boards (8 drop) Operating System & Utilities Software Windows 2000 Server & PC Anywhere for UC Repartee UC for Windows 2000 software 4 ports 8 ports 12 ports 16 ports 20 ports 24 ports 28 ports 32 ports 36 ports 40 ports 44 ports Contact Sales Support for solution over 44 ports Note: Above software for Unified Messaging has: 25 seats of View mail ,VM for Outlook or VM for Lotus Notes 25 seats of View Call Plus