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气候变化对草地畜牧业的影响

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中国适应气候变化项目会议. 气候变化对草地畜牧业的影响. The impact of Climate Change on Pasture Husbandry in China. 中国农业大学 潘学标. Pan Xuebiao China Agricultural University. 提纲 Outline. 1 气候变化对北方草地畜牧业地区边界有影响 Impacts of Climate change (CC) on regional border of grassland and pasture husbandry 2 气候年际变化牧草生物量的影响 - PowerPoint PPT Presentation

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  • The impact of Climate Change on Pasture Husbandry in China Pan XuebiaoChina Agricultural University

  • Outline1 Impacts of Climate change (CC) on regional border of grassland and pasture husbandry2 CC on grass biomass3 CC on pasture and grass phenological period 4 SPACSYS CC on feed crop development and growth with SPACSYS model5 Conclusion

  • 1 Impacts of Climate change (CC) on regional border of grassland and pasture husbandry

    , Warmer and dryer, lower precipitation in middle east The border of farming-pastoral ecotone moves southwards

  • 1961-1990T0Distribution of accumulative degree day in Inner Mongolia1961-1990 T0

  • 1991-2005T0 1991-2005T0Distribution of accumulative degree day in Inner Mongolia1991-2005 T0

  • 1961-1990T0Distribution of precipitation during T0 in Inner Mongolia1961-1990

  • ,1991-2005T0Distribution of precipitation during T0 in Inner Mongolia1991-2005

  • 1961-1990Distribution of Coefficient of Humidity in Inner Mongolia1961-1990

  • ,1991-2005Distribution of Coefficient of Humidity in Inner Mongolia1991-2005

  • The moving of border of farming-pastoral ecotone 1961-19901971-20001976-2005

  • 2 Impact of CC on pasture and grass biomass

  • :Field Survey over 3years

    Biomass was very differentXilinhotSonid ZuoqiDarhan Muminggan qi

    biomass

    Chart1

    189.0514.688888888985.3666666667

    82.659259259366.366666666787.9

    210.385714285754.0533333333181.556

    (g/m2)

    N4215'37.6"E11605'46.1"1211

    20062007080520080816

    cmgg

    B112293.8F11474.50.91119333.1415.99

    B1222553.545.620.4254100.3

    B13282225.510.9335415.31.83521.860.38

    B14430727.594854.881.59

    B15323613.5531610.125221023.079.38

    B16614.55.4

  • 3 Impacts of CC on phenological period of grass and its simulation

  • correlation of the period of seedling establishment and the brown period in two species (China Leymus and Needlegrass)Date of Leymus beginning growthDate of Needlegrass beginning growthNeedlegrassLeymusDate of grass scorch

  • 1995-2007 Change of the period of seedling establishment and the brown period from 1995 to 2007 in three grass speciesChina LeymusWheatgrassCinquefoilthe brown periodperiod of seedling establishment

  • Change of the phenological period in two grass species China Leymus NeedlegrassChina Leymus NeedlegrassChina Leymus

    China Leymus NeedlegrassNeedlegrassMaturity dateFlowering dateseedling establishmentthe brown period

  • correlation of the period of seedling establishment and temperature in spring (a); correlation of the period of flowering and precipitation (b) of Wheatgrass at Xianghuang Qi Spring TemperaturePrecipitation in July

  • Correlation analysis of climatic factor and phenological period in three grass species*P0.05 **: P0.01

  • ,,Development Grass simulation model To simulate development of Leymus and needlgrass et al

  • Phenological stage index system

  • Phenological period model

  • DSI

  • Impact of temperature and light on grass development

  • Parameters

  • Range of index value for each phenological period

  • Modelling test

  • Validation of Phenological period simulationObservationObservationneedlgrassLeymusSimulationSimulation

  • Comparison of simulated phenological period and measured phenological period

    Chart1

    133128

    120120

    113121

    116105

    118112

    124122

    119117

    113111

    111120

    106108

    121117

    115120

    107121

    (y)

    (d)

    50525d50525

    19951261348641995203198-525234216-18324259258-11267

    1996123122-111996193197416261251-10100271

    1997118116-241997238191-472209261227-341156266242-24576149127-22484

    1998113105-8641998201193-864222208-14196236232-416271247-24576159143-16256

    1999123113-101001999203194-981222205-17289240228-12144261244-17289139132-749

    2000123122-112000197190-749214201-13169240223-17289266238-28784144117-27729

    2001123116-7492001266235-31961144120-24576

    2002119111-8642002199193-636224208-16256240233-749264248-16256146138-864

    2003118115-392003267248-19361150134-16256

    2004129110-193612004269237-321024141128-13169

    2005126118-8642005209189-20400220202-18324240225-15225261247-14196136130-636

    200620062652761112126627711121

    2007125125002007273239-341156149115-341156

    781671

    5410254102

    1995107120131691995213192-21441234209-25625255233-22484282248-341156176129-472209

    1996115117241996207190-17289234209-25625249237-12144287253-341156173137-361296

    1997106117111211997279241-381444174125-492401

    1998102102001998204192-12144218209-981239236-39296252-441936195151-441936

    1999113111-241999202194-864235209-26676257232-25625269248-21441157138-19361

    2000103119162562000295235-603600193117-765776

    20011041128642001250230-20400147119-28784

    2002124109-152252002211190-21441257247-10100134139525

    200311311741620031841991522519621721441243247416285264-21441173148-25625

    2004111108-392004216178-381444229195-341156259219-401600278234-441936168127-411681

    20051121175252005281240-411681170124-462116

    20061111209812006193192-11230210-20400261232-29841278248-30900168129-391521

    2007103120172892007234185-492401251198-532809270222-482304280238-421764178119-593481

    12633049400437191519120731

    9.856665062519.522423005422.371857321223.049635881834.183891843139.933598732

    5338453384

    1995133125-864199520721710100213261273

    1996120118-24199619421016256200245268

    19971131196361997210196-14196225217-864252241-11121266260-636154142-12144

    1998116100-162561998188192416210215525248247-112632641114816517289

    1999118109-98119991861948641972121522523623939256255-11139147864

    2000124118-6362000197196-11206218121442422453925826352513514611121

    2001119107-121442001208184-24576217199-18324247223-24576262239-23529144133-11121

    2002113104-981200218619711121196229331089235254

    20031111154162003192190-24202208636246232-14196255247-864145133-12144

    2004106105-11200419019663619921617289231247

    2005121113-8642005227189-381444239206-331089256232-24576265248-17289145136-981

    2006115116112006216206-1010023623600257235-22484268248-20400154133-21441

    2007107117101002007254250-416148134-14196

    8841470

    166521412665395276615497

    8.160882305211.222351646213.79699760315.716233645519.571663189416.5786006647

    53518-0.31.055.503810-0.51451540281412535200.4030150.65

    1125351412-0.255-0.150.96577590

    50525d505250.95

    199512613610100199520320411

    1996123130749199619320613169234234002592590026728013169142145

    1997118117-111997238196-4217642612621127128716256149158

    1998113107-6361998201191-10100261232-29841266248-18324149132

    1999123115-8641999203196-749222210-12144236228-864271244-27729159138

    2000123123002000197195-24222212-10100240230-10100261246-15225139132

    2001123118-5252001214211-39240229-11121266244-22484144122

    2002119117-242002199195-416266237-29841144120

    2003118117-112003224214-10100240233-749264248-16256146132

    2004129116-131692004267249-18324150133

    2005126120-6362005209192-17289269247-22484141132

    20062006220209-11121240232-864261244-17289136125

    2007125126112007265261-416

    486339273247-26676149122

    146133

    5410254102

    1995107125183241995213200-13169

    19961151194161996207191-16256234219-15225255237-18324282253-29841176129

    1997106120141961997234214-20400249233-16256287248-391521173130

    1998102105391998204191-13169279248-31961174129

    1999113113001999202192-10100218211-749239229-10100296245-512601195141

    2000103120172892000235209-26676257227-30900269243-26676157131

    2001104116121442001295238-573249193119

    2002124110-141962002211191-20400250239-11121147124

    2003113118525200318419713169257247-10100134138

    2004111109-242004216185-3196119621216256243238-525285254-31961173137

    20051121197492005229217-12144259222-371369278238-401600168130

    20061111209812006193197416281240-411681170122

    2007103122193612007234190-441936230217-13169261236-25625278253-25625168134

    16941263251208-431849270226-441936280244-361296178123

    11.4213.431919.003599.0014937.00169.69129.77

    15.4922.6733.90

    5338453384

    1995133126-7491995207205-24

    19961201200019961941973921324226127098127328916256141164

    19971131218641997210199-11121200222245241-416268257-11121149138

    1998116102-14196199818819139225219-636252238-14196266255-11121154135

    1999118111-749199918619041621021339248228-20400263244-19361148143

    2000124120-4162000197196-1119721013169236228-864256244-12144139134

    2001119110-9812001208186-2248420621711121242235-749258251-749135132

    2002113110-39200218619610100217203-14196247221-26676262237-25625144128

    20031111198642003192190-241962263090023524611121254262864142153

    200410610600200419019000202209749246227-19361255243-12144145125

    2005121116-5252005227188-391521199213141962312321124724700142142

    2006115118392006216196-20400239217-22484256225-31961265240-25625145125

    2007107118111212007236217-19361257237-20400268253-15225154136

    6831148254247-749148130

    11691487145137

    6.849.35161145667857

    10.7315.9318.09

    358104550525

    635201.18612253515131.25234213-21441

    50525d50525

    1995126136101001995203197-636

    1996123130749199619320411121222207-15225

    1997118120241997238192-462116222210-12144

    1998113109-4161998201192-981214203-11121

    1999123118-5251999203197-636

    2000123125242000197190-749224208-16256

    2001123119-4162002199192-749

    2002119119002005209191-18324

    200311812024372220205-15225

    2004129119-10100

    2005126122-416

    20071251272453384

    003381995207206-11

    199619420286453384

    1997210199-11121

    533841998188197981213227

    1995133128-5251999186193749200221

    1996120120002000197195-24225217-864

    19971131218642001208191-17289210216636

    1998116105-1112120021861991316919721013169

    1999118112-636200319219311206213749

    2000124122-242004190199981217208-981

    2001119117-242005227190-37136919622327729

    2002113111-242006216200-16256202210864

    2003111120981200719921617289

    200410610824827239207-321024

    2005121117-4161199236218-18324

    20061151205258.94

    200710712114196

    5802488

    91813.33

    6.06

    8080

    140140

    50525d

    199512613610100

    1996123130749

    199711812024

    1998113109-416

    1999123118-525

    200012312524

    2001123119-416

    200211911900

    200311812024

    2004129119-10100

    2005126122-416

    200712512724

    1995133128-525

    199612012000

    1997113121864

    1998116105-11121

    1999118112-636

    2000124122-24

    2001119117-24

    2002113111-24

    2003111120981

    200410610824

    2005121117-416

    2006115120525

    200710712114196

    918

    6.06

    0.5830951895

    SUMMARY OUTPUT

    Multiple R0.561791111

    R Square0.3156092524

    Adjusted R Square0.2845005821

    5.2038541038

    24

    dfSSMSF

    1274.737854251274.73785425110.1453790521Significance FUpper 95% 95.0% 95.0%

    22595.76214574927.0800975340.004278802596.915195030715.080756386396.9151950307

    23870.50.87067141910.18398445140.8706714191

    Coefficientst StatP-value

    Intercept55.997975708519.72985721482.83823522380.0095659811Lower 95%

    1260.52732793520.16555665383.18518116470.004278802515.0807563863

    0.1839844514120

    240

    50525

    1995203197-636120

    199619320411121240

    1998201192-981

    1999203197-636

    2000197190-749

    2002199192-749

    2005209191-18324

    1995207206-11

    1996194202864

    1997210199-11121

    1998188197981

    1999186193749

    2000197195-24

    2001208191-17289

    200218619913169

    200319219311

    2004190199981

    2005227190-371369

    2006216200-16256

    200.8196.53181

    12.96247048314.841063667812.94

    0.06456402920.0246316351R0.0317

    0.1780449381

    SUMMARY OUTPUT

    Multiple R0.1811077589

    R Square0.0328000203

    Adjusted R Square-0.0276499784

    11.2468494406

    18

    dfSSMSFSignificance F

    168.634042553268.63404255320.54259753560.472021575

    162023.8659574468126.4916223404

    172092.5

    Coefficientst StatP-valueLower 95%Upper 95% 95.0% 95.0%

    Intercept279.6542553191107.94223846862.59077687550.019706391350.8269334973508.48157714150.8269334973508.481577141

    197-0.40531914890.5502476718-0.73661220160.472021575-1.57179209650.7611537986-1.57179209650.7611537986

    RESIDUAL OUTPUT

    203

    1196.9691489362-3.9691489362-0.363773437

    2201.8329787234-0.8329787234-0.0763426967

    3199.80638297873.19361702130.292695754

    4202.6436170213-5.6436170213-0.5172388324

    5201.8329787234-2.8329787234-0.2596431688

    6202.23829787236.76170212770.6197115963

    7196.158510638310.84148936170.9936250595

    8197.779787234-3.779787234-0.3464183923

    9198.995744680911.00425531911.0085425979

    10199.8063829787-11.8063829787-1.0820577873

    11201.4276595745-15.4276595745-1.4139486422

    12200.6170212766-3.6170212766-0.3315008539

    13202.23829787235.76170212770.5280613602

    14198.9957446809-12.9957446809-1.1910630681

    15201.4276595745-9.4276595745-0.8640472257

    16198.9957446809-8.9957446809-0.8244621237

    17202.643617021324.35638297872.2322682501

    18198.590425531917.40957446811.5955916101

    000

    000

    00

    00

    00

    00

    00

    00

    00

    00

    00

    00

    0

    11

    (d)

    (d)

    133128

    120120

    113121

    116105

    118112

    124122

    119117

    113111

    111120

    106108

    121117

    115120

    107121

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    (d)

    (d)

    y = 0.62x + 46.04R2 = 0.34 P0.01

    00

    00

    00

    00

    00

    00

    00

    00

    00

    00

    00

    00

    y

    d

    000

    000

    00

    00

    00

    00

    00

    0

    0

    0

    0

    0

    1:1

    (d)

    (d)

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    (d)

    (d)

    00

    00

    00

    00

    00

    00

    00

    00

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    00

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    00

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    y

    d

    Chart1

    126136

    123130

    118120

    113109

    123118

    123125

    123119

    119119

    118120

    129119

    126122

    125127

    (y)

    (d)

    50525d50525

    19951261348641995203198-525234216-18324259258-11267

    1996123122-111996193197416261251-10100271

    1997118116-241997238191-472209261227-341156266242-24576149127-22484

    1998113105-8641998201193-864222208-14196236232-416271247-24576159143-16256

    1999123113-101001999203194-981222205-17289240228-12144261244-17289139132-749

    2000123122-112000197190-749214201-13169240223-17289266238-28784144117-27729

    2001123116-7492001266235-31961144120-24576

    2002119111-8642002199193-636224208-16256240233-749264248-16256146138-864

    2003118115-392003267248-19361150134-16256

    2004129110-193612004269237-321024141128-13169

    2005126118-8642005209189-20400220202-18324240225-15225261247-14196136130-636

    200620062652761112126627711121

    2007125125002007273239-341156149115-341156

    781671

    5410254102

    1995107120131691995213192-21441234209-25625255233-22484282248-341156176129-472209

    1996115117241996207190-17289234209-25625249237-12144287253-341156173137-361296

    1997106117111211997279241-381444174125-492401

    1998102102001998204192-12144218209-981239236-39296252-441936195151-441936

    1999113111-241999202194-864235209-26676257232-25625269248-21441157138-19361

    2000103119162562000295235-603600193117-765776

    20011041128642001250230-20400147119-28784

    2002124109-152252002211190-21441257247-10100134139525

    200311311741620031841991522519621721441243247416285264-21441173148-25625

    2004111108-392004216178-381444229195-341156259219-401600278234-441936168127-411681

    20051121175252005281240-411681170124-462116

    20061111209812006193192-11230210-20400261232-29841278248-30900168129-391521

    2007103120172892007234185-492401251198-532809270222-482304280238-421764178119-593481

    12633049400437191519120731

    9.856665062519.522423005422.371857321223.049635881834.183891843139.933598732

    5338453384

    1995133125-864199520721710100213261273

    1996120118-24199619421016256200245268

    19971131196361997210196-14196225217-864252241-11121266260-636154142-12144

    1998116100-162561998188192416210215525248247-112632641114816517289

    1999118109-98119991861948641972121522523623939256255-11139147864

    2000124118-6362000197196-11206218121442422453925826352513514611121

    2001119107-121442001208184-24576217199-18324247223-24576262239-23529144133-11121

    2002113104-981200218619711121196229331089235254

    20031111154162003192190-24202208636246232-14196255247-864145133-12144

    2004106105-11200419019663619921617289231247

    2005121113-8642005227189-381444239206-331089256232-24576265248-17289145136-981

    2006115116112006216206-1010023623600257235-22484268248-20400154133-21441

    2007107117101002007254250-416148134-14196

    8841470

    166521412665395276615497

    8.160882305211.222351646213.79699760315.716233645519.571663189416.5786006647

    53518-0.31.055.503810-0.51451540281412535200.4030150.65

    1125351412-0.255-0.150.96577590

    50525d505250.95

    199512613610100199520320411

    199612313074919961932061316923423400259259002672801316914214539

    1997118117-111997238196-4217642612621127128716256149158981

    1998113107-6361998201191-10100261232-29841266248-18324149132-17289

    1999123115-8641999203196-749222210-12144236228-864271244-27729159138-21441

    2000123123002000197195-24222212-10100240230-10100261246-15225139132-749

    2001123118-5252001214211-39240229-11121266244-22484144122-22484

    2002119117-242002199195-416266237-29841144120-24576

    2003118117-112003224214-10100240233-749264248-16256146132-14196

    2004129116-131692004267249-18324150133-17289

    2005126120-6362005209192-17289269247-22484141132-981

    20062006220209-11121240232-864261244-17289136125-11121

    2007125126112007265261-416

    486339273247-26676149122-27729

    146133

    5410254102

    1995107125183241995213200-13169

    19961151194161996207191-16256234219-15225255237-18324282253-29841176129-472209

    1997106120141961997234214-20400249233-16256287248-391521173130-431849

    1998102105391998204191-13169279248-31961174129-452025

    1999113113001999202192-10100218211-749239229-10100296245-512601195141-542916

    2000103120172892000235209-26676257227-30900269243-26676157131-26676

    2001104116121442001295238-573249193119-745476

    2002124110-141962002211191-20400250239-11121147124-23529

    2003113118525200318419713169257247-10100134138416

    2004111109-242004216185-3196119621216256243238-525285254-31961173137-361296

    20051121197492005229217-12144259222-371369278238-401600168130-381444

    20061111209812006193197416281240-411681170122-482304

    2007103122193612007234190-441936230217-13169261236-25625278253-25625168134-341156

    16941263251208-431849270226-441936280244-361296178123-553025

    11.4213.431919.003599.0014937.00169.69129.77

    15.4922.6733.90

    5338453384

    1995133126-7491995207205-24

    19961201200019961941973921324226127098127328916256141164

    19971131218641997210199-11121200222245241-416268257-11121149138

    1998116102-14196199818819139225219-636252238-14196266255-11121154135

    1999118111-749199918619041621021339248228-20400263244-19361148143

    2000124120-4162000197196-1119721013169236228-864256244-12144139134

    2001119110-9812001208186-2248420621711121242235-749258251-749135132

    2002113110-39200218619610100217203-14196247221-26676262237-25625144128

    20031111198642003192190-241962263090023524611121254262864142153

    200410610600200419019000202209749246227-19361255243-12144145125

    2005121116-5252005227188-391521199213141962312321124724700142142

    2006115118392006216196-20400239217-22484256225-31961265240-25625145125

    2007107118111212007236217-19361257237-20400268253-15225154136

    6831148254247-749148130

    11691487145137

    6.849.35161145667857

    10.7315.9318.09

    3581045

    635201.18612253515131.25

    50525d5052550525

    1995126136101001995203197-636234213-21441

    1996123130749199619320411121

    1997118120241997238192-462116

    1998113109-4161998201192-981222207-15225

    1999123118-5251999203197-636222210-12144

    2000123125242000197190-749214203-11121

    2001123119-4162002199192-749

    2002119119002005209191-18324224208-16256

    200311812024372

    2004129119-10100

    2005126122-416220205-15225

    20071251272453384

    003381995207206-1153384

    1996194202864

    1997210199-11121213227

    533841998188197981200221

    1995133128-5251999186193749225217-864

    1996120120002000197195-24210216636

    19971131218642001208191-1728919721013169

    1998116105-11121200218619913169206213749

    1999118112-636200319219311217208-981

    2000124122-24200419019998119622327729

    2001119117-242005227190-371369202210864

    2002113111-242006216200-1625619921617289

    20031111209812007239207-321024

    200410610824827236218-18324

    2005121117-4161199

    20061151205258.94

    2007107121141962488

    580

    918

    6.06

    13.33

    8080

    140140

    SUMMARY OUTPUT

    50525126136101008080SUMMARY OUTPUT

    123130749160160

    11812024Multiple R0.5594120838

    113109-416R Square0.3129418795Multiple R0.6908665173

    123118-525Adjusted R Square0.2600912548R Square0.4772965447

    55584133128-5255.9665887044Adjusted R Square0.4119586128

    12012000154.7416012453

    11312186410

    116105-11121

    118112-636dfSSMSFSignificance F

    4401210.797650021210.7976500215.92125223740.0301401312dfSSMSFSignificance F

    6.6313462.80234997935.60018076761164.2377410468164.23774104687.3050451830.0269575436

    14673.68179.862258953222.4827823691

    9344.1

    5052512312524Coefficientst StatP-valueLower 95%Upper 95% 95.0% 95.0%

    123119-416Intercept21.563575325239.90725436770.54034224270.5980969048-64.6508060082107.7779566586-64.6508060082107.7779566586Coefficientst StatP-valueLower 95%Upper 95% 95.0% 95.0%

    119119000.81451951320.33473005752.43336233170.03014013120.091379191.53765983640.091379191.5376598364Intercept67.121212121219.73260559683.40153822020.009339204521.6177420542112.624682188221.6177420542112.6246821882

    11812024X Variable 10.44352617080.1640997042.7027847090.02695754360.0651115750.82194076660.0651115750.8219407666

    129119-10100

    126122-416

    12512724RESIDUAL OUTPUT

    53384124122-24RESIDUAL OUTPUT

    119117-24

    113111-241123.3785144775-0.3785144775-0.0658337714 Y

    50525d1111209812118.49139739824.50860260180.78416634171127.4407713499-1.4407713499

    199512613610100106108243118.49139739820.50860260180.08845956872124.7796143251-1.7796143251

    1996123130749121117-4164119.3059169115-1.3059169115-0.22713381013120.3443526171-2.3443526171

    1997118120241151205255118.491397398210.50860260181.82772650124115.4655647383-2.4655647383

    1998113109-416107121141966120.93495593795.06504406210.88094636495119.45730027553.5426997245

    1999123118-52511911914787125.007553504-0.007553504-0.0013137566123.89256198359.1074380165

    2000123125246.93644618774.76395194095.658120.93495593793.06504406210.53309297847120.3443526171-0.3443526171

    2001123119-4160.05848605550.03998840479116.86235837182.13764162820.37179293978120.7878787879-7.7878787879

    20021191190010111.97524129251.02475870750.17823289349113.69146005512.3085399449

    20031181202411119.3059169115-8.3059169115-1.444620662810116.79614325071.2038567493

    2004129119-101005052512109.5316827528-3.5316827528-0.6142539028

    2005126122-416203197-63613116.86235837184.13764162820.7196463262

    2007125127241932041112114119.3059169115-4.3059169115-0.7489138898

    1995133128-525238192-46211615120.1204364247-13.1204364247-2.2819941213203197SUMMARY OUTPUT

    199612012000201192-981193204

    1997113121864203197-636201192

    1998116105-1112153384207206-11203197Multiple R0.2462019637

    1999118112-636194202864207206R Square0.0606154069

    2000124122-24210199-11121194202Adjusted R Square-0.0735823921

    2001119117-241881979812101998.7306557508

    2002113111-241861937491881979

    2003111120981590186193

    2004106108248.10

    2005121117-416dfSSMSFSignificance F

    200611512052550525197190-749134.429551122234.42955112220.45168704220.5230905748

    200710712114196199192-749SUMMARY OUTPUT7533.570448877876.2243498397

    918209191-183248568

    6.0653384197195-24

    0.5830951895208191-17289Multiple R0.359580131Coefficientst StatP-valueLower 95%Upper 95% 95.0% 95.0%

    18619913169R Square0.1292978706Intercept111.062967581129.8844093820.85509083120.4208009441-196.064856664418.1907918261-196.064856664418.1907918261

    19219311Adjusted R Square0.0204601045X Variable 10.43952618450.65398221380.67207666390.5230905748-1.1068960181.9859483871-1.1068960181.9859483871

    5052519019998112.6268144701

    1995203197-636120227190-37136910

    199619320411121240216200-16256

    1998201192-9811222RESIDUAL OUTPUT

    1999203197-63615015011.65dfSSMSFSignificance F

    2000197190-7492502501189.4084507042189.40845070421.18798717750.3074746634 Y

    2002199192-749154028141281275.4915492958159.4364436621197.64962593525.3503740648

    2005209191-18324-0.150.965791464.92200.7263092269-7.7263092269

    1995207206-113195.45199501255.5480049875

    1996194202864202194Coefficientst StatP-valueLower 95%Upper 95% 95.0% 95.0%4197.64962593525.3503740648

    1997210199-1112112.75800402363.9721250959Intercept426.1563380282205.60481017222.07269634240.0719270679-47.969204055900.2818801113-47.969204055900.28188011135201.6053615965.394638404

    19981881979810.06312718470.0204748716-1.15492957751.0596187318-1.08994824540.3074746634-3.59841475271.2885555978-3.59841475271.28855559786199.8472568579-5.8472568579

    19991861937497198.528678304211.4713216958

    2000197195-248197.6496259352-9.6496259352

    2001208191-172899195.891521197-9.891521197

    200218619913169RESIDUAL OUTPUT

    200319219311

    2004190199981

    2005227190-3713691206.7197183099-9.7197183099-0.8164623086

    2006216200-162562204.4098591549-5.4098591549-0.4544314921

    200.8196.531813205.56478873243.43521126760.2885598566

    12.96247048314.841063667812.944200.9450704225-3.9450704225-0.3313883388

    0.06456402920.0246316351R0.03175205.56478873242.43521126760.2045592424

    0.17804493816196.3253521127-10.3253521127-0.86733592

    7203.2549295775-11.2549295775-0.9454209981

    8196.3253521127-6.3253521127-0.5313334629SUMMARY OUTPUT

    50525505259206.719718309920.28028169011.7035561196

    1995234213-214411995234213-2144116016010195.170422535220.82957746481.7496973021

    1998222207-152251998222207-15225250250Multiple R0.1301886812

    1999222210-121441999222210-12144R Square0.0169490927

    2000214203-11121533841997225217-864SUMMARY OUTPUTAdjusted R Square-0.2288136341

    2002224208-16256199821021663614.3794427627

    2005220205-152251999197210131696

    1079Multiple R0.3075225988

    13.4101951266R Square0.0945701488

    53384Adjusted R Square-0.0347769728dfSSMSFSignificance F

    505252000214203-1112113.3118577441114.259836674114.25983667410.06896526960.8058202682

    1997225217-8642002224208-1625694827.0734966592206.7683741648

    19982102166362005220205-152255841.3333333333

    199919721013169533842000206213749

    20002062137492001217208-981dfSSMSFSignificance FCoefficientst StatP-valueLower 95%Upper 95% 95.0% 95.0%

    2001217208-9812002196223277291129.5611038108129.56110381080.7311345440.4208147986Intercept125.7171492205352.72140930540.35642052310.7395311544-853.59448108961105.0287795306-853.59448108961105.0287795306

    200219622327729200320221086471240.4388961892177.2055565985X Variable 10.43652561251.66224299380.26261239430.8058202682-4.17860081125.0516520361-4.17860081125.0516520361

    200320221086420041992161728981370

    2004199216172892006236218-18324

    2005239207-3210242132122138Coefficientst StatP-valueLower 95%Upper 95% 95.0% 95.0%

    2006236218-1832413.08625232836.50213640115.4128373623Intercept343.6031537451153.19489369982.24291518760.059820059-18.645207019705.8515145092-18.645207019705.8515145092RESIDUAL OUTPUT

    0.06153410190.0307348885X Variable 1-0.61892247040.7238316993-0.85506405840.4208147986-2.33051246031.0926675194-2.33051246031.0926675194

    Y

    1218.697104677115.3028953229

    2216.07795100225.9220489978

    5052550525RESIDUAL OUTPUT3217.38752783964.6124721604

    199525925900259259002002004220.44320712694.5567928731

    19962612621126126211280280 Y5220.0066815145-10.0066815145

    1997261232-29841261232-298411217.961892247-3.961892247-0.31817054026217.3875278396-20.3875278396

    1998236228-864236228-8642214.86727989499.13272010510.733427945

    1999240230-10100240230-101003216.72404730623.27595269380.2630842974

    2000240229-11121533842612709814211.7726675427-5.7726675427-0.4635897788

    2002240233-749245241-4165214.86727989492.13272010510.1712738928

    2005240232-864252238-141966205.5834428384-9.5834428384-0.7696244608

    53384248228-204007213.629434954-11.629434954-0.9339334264

    1995261270981236228-8648209.9159001314-10.9159001314-0.8766310704

    1996245241-41617639208.678055190527.32194480952.1941631414

    1997252238-1419613.2778010228

    1998248228-20400SUMMARY OUTPUT

    1999236228-864SUMMARY OUTPUT

    2000242235-74950525240229-11121243232

    2001247221-26676240233-7498.32933237296.9450221982Multiple R0.3607191906

    200223524611121240232-8640.03422075750.0299742003Multiple R0.3607191906R Square0.1301183345

    2003246227-1936153384242235-749R Square0.1301183345Adjusted R Square0.0213831263

    200423123211247221-26676Adjusted R Square0.02138312638.23979757

    2005256225-31961235246111218.2397975710

    2006257237-20400246227-1936110

    23123211

    4566256225-31961dfSSMSFSignificance F

    15.93257237-20400dfSSMSFSignificance F181.245888044281.24588804421.19665319670.3058322226

    2803181.245888044281.24588804421.19665319670.30583222268543.154111955867.8942639945

    16.74216234548543.154111955867.89426399459624.4

    9624.4

    1995267280131695052526728013169210210Coefficientst StatP-valueLower 95%Upper 95% 95.0% 95.0%

    19962712871625627128716256300300Coefficientst StatP-valueLower 95%Upper 95% 95.0% 95.0%Intercept343.637871458291.66914889533.74867526970.0056349076132.2484352096555.0273077068132.2484352096555.0273077068

    1997266248-18324266248-18324Intercept343.637871458291.66914889533.74867526970.0056349076132.2484352096555.0273077068132.2484352096555.0273077068X Variable 1-0.43261921220.395477381-1.09391644870.3058322226-1.34459168740.4793532631-1.34459168740.4793532631

    1998271244-27729271244-27729X Variable 1-0.43261921220.395477381-1.09391644870.3058322226-1.34459168740.4793532631-1.34459168740.4793532631

    1999261246-15225261246-15225

    2000266244-224845338427328916256

    2001266237-29841268257-11121

    2002264248-16256266255-11121RESIDUAL OUTPUT

    2003267249-18324263244-19361

    2004269247-22484256244-12144 Y

    2005261244-1728927061244.5680718728-4.5680718728-0.588020744

    2006265261-41616.4499240122242.8375950242-2.8375950242-0.3652667435

    2007273247-266763243.2702142364-3.2702142364-0.4209552436

    4241.97235659990.02764340010.0035583706

    50525266244-224845248.0290255701-1.0290255701-0.1324603461

    266237-298416237.2135452661-2.2135452661-0.2849365269

    199527328916256264248-162567245.43331029720.56668970280.0729465976

    1996268257-11121267249-183248243.2702142364-12.2702142364-1.5794717563

    1997266255-11121269247-224849246.29854872159.70145127851.248810167

    1998263244-19361261244-1728910241.107118175515.89288182452.0457962253

    1999256244-12144265261-416

    2000258251-749273247-26676

    2001262237-2562553384258251-749SUMMARY OUTPUTSUMMARY OUTPUT

    2002254262864262237-25625

    2003255243-12144254262864

    200424724700255243-12144Multiple R0.1212274654Multiple R0.6413831417

    2005265240-2562524724700R Square0.0146960984R Square0.4113723344

    2006268253-15225265240-25625Adjusted R Square-0.0556827517Adjusted R Square0.3377938762

    2007254247-749268253-152257.03769250324.1811770673

    254247-7491610

    78572622475151

    18.096.8495741967.115417532817.942616866

    0.02613094590.0287709579dfSSMSFSignificance FdfSSMSFSignificance F

    110.34237922810.3423792280.20881413020.6547084313197.742066658197.74206665815.59093441880.045635414

    505255052514693.40762077249.52911576948139.857933341917.4822416677

    19951421451421459808015703.759237.6

    199614915814915881200200

    1997149132149132289Coefficientst StatP-valueLower 95%Upper 95% 95.0% 95.0%Coefficientst StatP-valueLower 95%Upper 95% 95.0% 95.0%

    1998159138159138441Intercept290.985927084263.18278773534.6054619860.0004081998155.4723254632426.4995287052155.4723254632426.4995287052Intercept220.201647149719.498485854911.29326906660.0000034001175.2380581753265.1652361241175.2380581753265.1652361241

    199913913213913249X Variable 1-0.11669821410.2553784627-0.45696184760.6547084313-0.66443053950.4310341113-0.66443053950.4310341113X Variable 10.17732595550.07499462012.36451568380.0456354140.00438805150.35026385950.00438805150.3502638595

    200014412253384141164529

    2001144120149138121

    2002146132154135361

    200315013314814325RESIDUAL OUTPUT

    200414113213913425

    20051361251930 Y

    200714912213.89244398941262.51156283433.48843716570.5130766248

    2263.32845033332.67154966670.3929294469

    505251441224843262.04476997781.95523002220.2875737108

    533841441205764261.92807176365.07192823640.7459752597

    19951411641461321965262.16146819196.83853180811.0058059389

    19961491381501332896262.5115628343-1.5115628343-0.2223194859

    1997154135141132817260.5276931944.4723068060.6577834062

    19981481431361251218262.161468191910.83853180811.5941228274

    19991391341491227299261.6946753354-3.6946753354-0.5434099744

    200013513253384135132910263.3284503333-1.3284503333-0.1953874417

    200114412814412825611260.4109949798-6.4109949798-0.9429241548

    200214215314215312112262.6282610485-7.6282610485-1.1219587013

    200314512514512540013262.1614681919-15.1614681919-2.2299369481

    2004142142142142014262.97835569092.02164430910.2973418724

    200514512514512540015261.46127890716.53872109290.9617100121

    200615413615413632416262.1614681919-8.1614681919-1.2003823932

    2007148130148130324

    4310

    16.9509095135

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    d

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    (d)

    000

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    (d)

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    (d)

  • (gm-2)Change of Chinese wildrye production in Hulunber trial station

  • (gm-2) Change of pasture production in Hulunber trial station

  • 930Correlation of biomass production on 30th September and annual precipitation in Hulunber

    Chart1

    1294

    928

    1435

    2147

    1467

    1435

    887

    1621

    1140

    1658

    1690

    0930

    Precipitation(mm)

    Biomass(g/m2)

    Sheet1

    1995209.861.329

    1995117.448.942

    1995263.0105.044

    199626.76.926

    1996244.481.533

    1996146.468.747

    1996224.8119.053

    199740.713.934

    1997191.167.435

    1997165.273.945

    199784.041.249

    199813.72.317

    1998100.340.941

    1998145.968.147

    1998214.187.741

    199914.63.121

    1999280.896.034

    1999117.849.042

    1999224.1117.052

    200017.25.532

    200083.329.736

    200072.629.841

    2000142.366.046

    20010.80.225

    20014.91.633

    200117.85.631

    200179.835.945

    20028.02.734

    200241.215.237

    200264.226.341

    200282.440.649

    200311.74.639

    200320.66.933

    200358.323.540

    200382.940.349

    2004

    200420.15.326

    200491.136.840

    200454.623.142

    200449.122.746

    200512.14.335

    200546.614.731

    200514.16.647

    200518.36.938

    2002216.438.818

    2002290.490.031

    2002187.681.243

    200238.424.062

    200238.018.849

    2002

    200387.220.023

    200357.214.024

    200388.812.414

    2003100.017.617

    200350.016.433

    2003

    200472.014.821

    200471.222.432

    200455.612.823

    2004186.841.622

    200422.86.027

    200563.615.224

    200546.815.232

    200524.48.434

    200550.816.031

    2005

    1995108.824.022

    199582.419.223

    1995112.416.815

    199596.416.817

    199518.87.641

    199520.016.079

    199657.212.823

    1996143.228.820

    1996291.245.616

    1996250.039.216

    199620.84.019

    1996

    199790.021.624

    199742.812.830

    199745.27.216

    199788.017.620

    199759.214.825

    19973.22.473

    1998101.217.618

    199862.418.830

    199857.013.225

    199827.611.642

    199818.812.065

    1998

    1999154.431.620

    1999121.624.020

    1999196.837.619

    199939.218.446

    19998.86.068

    200076.828.437

    200031.26.821

    200041.211.227

    2000138.432.023

    200048.810.822

    200029.213.245

    200111.62.825

    200111.62.823

    2001

    200115.24.026

    200199.617.217

    20019.22.829

    200284.819.623

    2002102.834.433

    200249.221.644

    2002109.658.854

    200257.228.049

    200211.27.264

    2003100.046.446

    2003124.853.243

    200350.418.837

    200330.414.046

    200313.68.462

    200310.04.040

    200436.012.434

    2004144.460.842

    200451.222.043

    200446.017.237

    200421.69.244

    200522.810.848

    2005102.841.240

    2005118.052.845

    2005175.666.838

    200569.226.839

    200526.012.848

    19957.22.433

    199518.46.837

    1995117.628.024

    1995123.232.026

    199513.67.656

    199514.410.873

    19966.44.064

    199626.010.440

    199638.811.630

    199686.820.824

    199613.23.628

    19965.24.074

    199720.06.031

    199723.28.837

    199755.613.624

    199758.418.432

    199736.413.637

    19979.66.466

    199895.224.426

    199852.417.233

    199834.814.040

    199816.49.257

    199818.813.270

    199816.411.670

    199943.216.839

    199924.08.033

    199982.027.634

    199929.612.442

    19999.64.043

    19999.66.468

    200018.06.435

    200028.48.430

    200018.46.434

    200065.619.229

    200041.210.826

    200023.29.239

    200111.23.230

    200127.28.833

    200126.811.644

    200117.25.632

    200136.06.819

    20015.62.035

    19950.90.447

    19954.81.736

    199513.66.245

    19957.64.660

    19952.31.773

    19960.70.343

    19965.02.448

    19968.83.540

    199658.229.851

    199626.916.361

    19972.10.839

    19972.61.248

    19972.11.047

    199712.56.653

    199720.115.075

    19982.00.840

    19986.02.338

    199822.410.044

    199823.412.152

    199849.430.361

    19990.80.342

    199942.619.045

    199929.315.252

    199921.314.367

    20001.80.737

    200010.74.441

    20001.40.964

    20005.32.344

    200110.84.340

    200136.215.041

    200125.513.051

    200119.513.268

    20021.90.736

    20022.61.453

    200213.05.542

    200285.434.340

    2002115.053.346

    20031.20.757

    200313.24.937

    200320.37.939

    200324.014.560

    20044.21.639

    20044.31.841

    200411.65.749

    20057.12.231

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    200517.17.644

    20053.11.652

    199813.77.454

    199915.37.851

    19994.12.662

    20002.01.16

    20004.61.635

    200012.96.248

    20003.41.957

    20012.31.356

    20021.60.847

    20032.31.150

    200311.56.859

    200512.34.335

    200538.519.851

    20056.52.842

    20055.03.570

    19950.20.288

    199510.23.231

    19951.10.437

    19964.92.756

    19960.90.551

    1996

    19967.23.245

    1997

    1997

    1997

    1997

    19980.50.126

    19986.02.745

    19980.90.556

    19983.01.345

    1999

    1999

    19990.60.474

    19990.60.456

    1999

    2000

    2000

    200010.83.432

    20001.31.179

    2000

    2001

    2001

    2002

    2002

    2002

    2002

    2003

    2003

    2003

    2003

    2003

    2005

    2005

    2005

    2005

    200405314.32.968

    200406308.23.543

    200232.414.445

    200225.615.661

    200227.218.868

    200226.020.077

    200225.618.070

    200221.614.868

    200334.818.453

    200352.829.255

    200344.023.654

    200327.215.658

    200314.810.872

    200326.818.468

    200426.014.857

    200418.811.260

    200426.016.062

    200427.218.468

    200428.419.267

    200427.219.671

    200534.420.459

    200547.227.658

    200581.650.862

    200574.048.065

    200538.024.866

    200530.421.672

    199530.416.855

    199567.640.460

    199531.616.451

    199550.013.627

    199523.615.265

    199520.013.669

    199622.811.651

    199641.226.063

    199663.634.454

    199645.225.657

    199620.010.855

    199632.019.661

    199736.820.054

    199725.215.260

    199729.216.858

    199736.021.661

    199720.412.861

    199714.011.278

    199816.48.853

    199827.215.256

    199824.411.647

    199845.229.666

    199818.811.663

    199817.210.864

    199936.419.253

    199923.212.051

    199921.214.067

    199923.215.265

    199916.811.268

    199910.46.867

    200013.28.061

    200012.47.256

    20009.65.658

    200013.28.464

    200014.08.459

    20006.84.867

    20018.84.450

    20017.64.460

    20017.24.866

    20015.23.259

    20014.02.458

    20016.04.475

    199819.36.534

    199914.35.740

    199926.08.633

    19992.61.351

    20005.72.441

    200014.96.745

    20002.81.761

    20031.80.843

    200313.25.340

    20046.82.841

    1995053144.915.334

    1995423.0142.834

    1995704.4293.542

    1995697.9311.945

    1996108.131.529

    1996607.7217.336

    1996674.5301.545

    1996662.5331.950

    1997189.269.337

    1997692.7261.338

    1997643.7302.847

    1997568.9281.850

    1998102.128.128

    1998506.1185.437

    1998674.2301.945

    1998909.0383.142

    19980918711.5313.144

    1999112.526.624

    1999520.1185.436

    1999704.0292.642

    1999662.2329.450

    19990911630.7315.550

    200088.530.735

    2000418.0152.837

    2000621.5257.541

    2000665.7307.646

    20000920609.2304.550

    20016.72.537

    200121.97.635

    200185.830.636

    2001190.886.946

    20010927177.887.349

    200235.812.334

    2002243.886.535

    2002261.0112.643

    2002259.8135.352

    20020918213.2113.753

    200368.323.034

    200381.118.635

    2003308.2128.942

    2003314.2150.048

    20030916309.6160.352

    20047.42.534

    2004192.761.832

    2004332.7142.743

    2004272.6126.346

    2004261.1124.548

    20040905261.1124.548

    200538.820.152

    2005111.942.138

    2005109.749.745

    2005293.8126.843

    20050918280.2135.448

    199599.536.637

    1995393.6149.438

    1995416.4192.046

    1995297.9161.554

    19950930213.2129.461

    199687.841.047

    1996233.8101.143

    1996395.0166.542

    1996391.5183.547

    19960930123.592.875

    1997118.547.340294.8184.1

    1997192.695.049

    1997262.1150.857

    1997308.8154.250

    19970930212.4143.568

    199866.033.651

    1998232.9104.245

    1998464.5231.650

    1998520.3220.742

    19980930377.5214.757

    1999222.381.036

    1999369.2170.046

    1999561.3239.143

    1999520.4281.154

    19990930259.9146.756

    2000154.778.351

    2000301.4139.246

    2000341.4162.348

    2000361.1192.353

    20000930276.1143.552

    2001122.548.039

    2001135.677.157

    2001275.5110.340

    2001217.1140.165

    20010930109.788.781

    2002106.756.653

    2002224.699.844

    2002619.0222.136

    2002440.0242.155

    20020930205.4162.179

    2003108.544.841

    2003213.399.146

    2003238.9107.545

    2003357.0165.346

    20030930160.1114.071

    2004172.860.035

    2004230.0112.349

    2004248.5138.056

    2004328.0151.346

    20040930267.3165.862

    2005215.074.835

    2005407.8189.847

    2005601.0219.837

    2005382.6238.062

    20050930226.8169.075

    19952.21.152

    1995063099.039.5401946203.4

    19950731358.7156.1442799512.5

    19950831378.9170.3453750404.2

    1996053167.221.5322130126.2

    19960630331.0127.4382077637.4

    19960731447.8203.7452369756.1

    19960831426.0207.2492634646.8

    19970531122.051.1422127229.3

    19970630379.7161.2422521602.4

    19970731418.1203.0492389700.0

    19970831413.9203.9492494663.9

    1998053181.124.3301639197.8

    19980630304.2106.9351998609.0

    19980731447.8204.0462365757.4

    19980831468.0207.3444592407.6

    1999053179.019.2241613196.0

    19990630112.544.540956470.8

    19990731358.8155.9432794513.7

    19990831426.0206.6482680635.8

    2000053166.324.0362152123.2

    20000630162.169.3432113306.9

    20000731368.9161.6442853517.4

    20000831426.6202.3472955577.4

    200105315.72.23967333.7

    2001063011.54.33769565.9

    2001073135.514.039145697.6

    2001083137.818.348520291

    2002053116.76.64069595.8

    2002063073.631.1421458202

    20020731146.064.044880663.4

    20020831132.371.054709746.1

    2003053131.710.7341076117.7

    2003063027.610.538706156.2

    20030731157.866.742898703.0

    20030831155.970.945811768.9

    200404306.12.13449249.6

    2004053172.829.5411449201.0

    20040630158.371.3451559406.2

    2004073162.440.565725344.3

    2004083167.937.355611444.5

    2005053117.710.660102469.1

    2005063036.716.545710206.9

    2005073132.315.648580222.6

    20050831108.450.146948457.4

    1995053148.817.837256190.4

    19950630121.342.835240505.2

    19950731152.073.448299507.9

    19950831114.365.557251455.2

    1996053134.417.551260132.3

    1996063088.638.443321275.9

    19960731153.870.046385399.1

    19960831126.862.349287442

    1997053154.321.540

    1997063049.326.554209.8235

    1997073192.646.450294.5314.3

    1997083187.353.962246.5354

    1998053131.113.945160.8193.2

    1998063049.524.850190.5259.8

    19980731115.059.652226508.8

    19980831120.160.450222.5539.6

    1999053177.827.335286271.6

    19990630161.776.847405399.8

    19990731160.373.446237676.2

    19990831136.377.557

    2000053138.815.039138281.3

    2000063078.736.346257306.5

    2000073198.653.754209472.3

    20000831120.065.455215559.4

    2001053134.913.338689202.6

    2001063026.915.156523205.4

    2001073151.021.943546373.6

    2001083141.924.659410408.8

    1995

    19952.81.245

    19957.93.341

    1995

    199638.316.543

    199614.37.854

    199610.55.855

    199725.815.359

    199710.56.057

    19974.53.372

    19984.61.532

    199810.44.947

    199832.513.441

    199812.27.864

    19993.41.132

    19998.74.956

    19994.43.067

    19991.10.657

    2000

    20018.53.845

    2001

    2003

    2003

    2003

    2003

    2003

    2004

    2004

    2004

    20010.30.133

    20012.71.037

    20019.13.437

    200110.14.949

    20023.20.825

    20028.33.238

    200215.07.248

    200211.86.756

    20034.61.532

    200316.56.137

    200328.412.745

    200327.615.054

    20041.30.433

    20048.33.137

    200424.210.443

    200457.826.646

    200410.55.452

    20051.31.079

    20051.20.757

    2005

    200527.014.052

    19951.20.977

    19953.21.754

    19959.04.955

    19951.91.159

    19961.10.653

    19967.33.751

    199610.54.946

    199613.98.158

    199611.87.160

    19974.72.553

    19978.44.351

    19976.73.553

    19974.12.767

    19976.74.769

    19985.53.463

    19983.91.027

    19988.23.644

    199810.76.258

    19984.82.859

    19990.70.454

    19992.11.363

    19999.26.065

    19991.71.695

    20003.61.953

    20008.66.879

    200015.39.059

    200009306.84.566

    2001

    20018.94.550

    200110.86.863

    20015.53.563

    200211.14.541

    2003

    20033.11.753

    20035.12.753

    2003083110.37.068

    20040430

    200411.55.749

    20042.31.250

    200511.36.658

    200511.76.858

    20059.45.862

    200513.29.370

    199505318.43.74416850.0

    1995063071.328.440.0329216.7

    19950731154.360.339400385.9

    19950831191.883.844393788.2

    1996053121.38.84124188.2

    19960630158.855.335332478.5

    19960731195.892.847433452.6

    19960831288.3134.547564511.1

    1997053167.829.343380178.5

    19970630106.049.547230461.4

    19970731166.872.543329506.8

    19970831174.392.353301578.9

    19980531103.038.938477215.7

    19980630156.366.342398392.6

    19980731134.751.338258522.0

    19980831135.363.647269503.3

    19990531133.254.241679196.3

    19990630177.580.745512346.4

    19990731215.597.645444485.1

    19990831230.8126.255532434.0

    2000053152.723.745500105.4

    20000630136.162.446638213.4

    20000731207.496.547430482.5

    20000831293.0140.548865338.6

    2001053166.946.7702334114.6

    2001063049.026.254865226.6

    2001073159.612.321651366.4

    2001083159.728.948450530.2

    2002053183.654.6651861179.7

    20020630168.692.1552126317.2

    2002073165.627.141728360.3

    2002083160.526.243485499.2

    2003053186.434.9401950177.2

    20030630124.254.0431780279.1

    2003073191.955.3601113330.2

    2003083193.851.355943397.8

    2003093074.739.553935319.5

    2004053155.124.2441308168.3

    2004063094.246.9501387271.7

    20040731124.853.7431547322.6

    20040831133.762.3471167458.2

    20040913133.079.2601434371.0

    2005053128.612.544895127.8

    2005063050.725.851700289.4

    2005073175.034.746950315.9

    2005083160.237.963

    2005091369.443.162901308.1

    19956.33.352

    19986.32.844

    20055.54.582

    199534.122.766

    199575.243.458

    1995135.857.142

    1995173.482.047

    199624.312.853

    199692.340.143

    1996135.058.143

    1996139.263.145

    199687.157.065

    199766.433.550

    1997063084.544.052

    199766.032.549

    199753.438.271

    199793.647.150

    1998119.754.946

    1998205.496.047

    1998330.3112.734

    1998429.4172.740

    19980930197.7112.657

    199963.244.771

    199958.033.357

    1999102.965.464

    199966.653.480

    20008.43.035

    20000.90.668

    20003.31.545

    2001

    200111.14.642

    200119.211.861

    20012.51.871

    2002

    2003

    2003

    2003

    20040.90.19

    200413.84.734

    2005053123.49.340

    2005063031.312.841

    2005073163.529.346

    2005083110.66.258

    1995

    199522.07.836

    199512.34.940

    19953.02.065

    1996

    199615.57.347

    199617.09.556

    199710.55.350

    199711.06.559

    199715.38.857

    1998

    19986.42.641

    199827.810.437

    199823.812.552

    1999

    19992.31.147

    1999

    1999

    20004.82.654

    200017.79.051

    20006.43.961

    2001

    200128.710.838

    20033.01.445

    200313.95.842

    200314.38.660

    200311.46.456

    20039.96.061

    20047.83.545

    20045.02.855

    20043.91.744

    2002053134.413.640

    2002063026.815.659

    2002073114.410.876

    200208318.87.686

    200209306.84.062

    200210314.02.462

    2003053120.013.266

    2003063014.49.265

    2003073124.412.049

    2003083118.810.857

    200309306.44.878

    200310317.64.863

    200405318.45.263

    200406304.83.673

    2004073110.06.870

    2004083116.010.063

    2004093013.67.655

    2004103111.68.472

    200505314.43.267

    200506304.03.279

    200507310.80.882

    200508314.43.275

    200509302.41.675

    200510311.20.868

    199505315.23.670

    199506305.23.263

    1995073112.45.644

    1995083153.614.827

    1995093012.48.065

    199510317.66.079

    199605314.02.460

    199606304.02.459

    199607313.21.654

    1996083112.46.047

    1996093011.65.647

    199610319.65.660

    199705316.43.248

    199706304.02.463

    199707318.84.451

    1997803115.26.443

    1997093018.09.250

    1997103110.86.863

    1998053118.87.239

    1998063015.27.246

    1998073114.07.253

    1998083112.87.659

    1998093019.212.062

    1998103111.66.455

    1999053115.28.857

    199906309.64.850

    1999073116.49.658

    1999083116.410.866

    1999093011.67.664

    199910319.26.468

    200005315.24.073

    200006304.82.861

    200007314.02.867

    200008319.65.254

    2000093011.66.453

    200010318.05.668

    200105311.20.860

    200106301.20.865

    200107310.80.467

    200108315.23.673

    200109303.21.645

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    199520.48.944

    19952.51.453

    19967.03.043

    20028.23.138

    200210.52.120

    200225.513.051

    19950.50.353

    199512.13.428

    199513.65.037

    19958.46.274

    19956.55.687

    199610.53.937

    19964.12.049

    199622.48.638

    199612.15.041

    19966.54.468

    19975.22.24

    199711.65.749

    199712.04.437

    199721.09.043

    19978.96.269

    19981.50.642

    19986.42.641

    199820.86.832

    19986.32.540

    199815.58.756

    19990.30.262

    19991.30.535

    19993.01.550

    19991.10.655

    2000

    20000.80.442

    20003.61.645

    20002.10.836

    20010.50.533

    2001

    20010.30.140

    20010.60.473

    20020.60.232

    20020.50.353

    20020.50.238

    20022.70.622

    20022.40.729

    2003

    2003

    20030.80.338

    20031.50.744

    20040.50.233

    20041.80.741

    2004

    20050.40.235

    20050.80.337

    2005

    20050.80.448

    1995053176.332.9431569194.5

    19950630266.5101.2381953545.9

    19950731524.1240.3462126986.1

    19950831372.0233.3632141694.9

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    20000731

    20000831

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    19950531

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    19970430

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    19990430

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    20000430

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    20030430

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    20040831

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    19952.81.347

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    2001

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    1995

    19955.73.154

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    2000

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    2003

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    2005

    2005

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    200


【畜牧領域】科技前瞻策略規劃報告 · 畜牧領域之科技前瞻策略規劃報告 頁 7 註：國民幸福指數（Gross National Happiness，GNH）為生活品質衡量指標，GNH

【畜牧領域】科技前瞻策略規劃報告 · 畜牧領域之科技前瞻策略規劃報告 頁 7 註：國民幸福指數（Gross National Happiness，GNH）為生活品質衡量指標，GNH

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