PROBABILISTIC ESTIMATION OF HASS AVOCADO PRODUCTION ESTIMATION IN THE AREA OF THE STATE OF MICHOACAN OF HASS AVOCADO PRODUCTION IN THE AREA OF THE STATE OF MICHOACAN CERTIFIED TO EXPORT TO THE USA SEASON 2018-2019 3rd STAGE - CRAZY FRUIT MAY 2019 JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 0
Content AREA CERTIFIED FOR EXPORT TO USA BY MUNICIPALITY IN THE STATE OF MICHOACAN APPLIED IN THIS STUDY 3rd STAGE CRAZY FRUIT... 2 DISTRIBUTION OF HECTARES ACRES AND ORCHARDS BY METERS ABOVE THE SEA LEVEL... 3 DISTRIBUTION OF AND ORCHARDS BY STRATUM... 4 DISTRIBUTION OF STRATA BY METERS ABOVE THE SEA LEVEL (HECTARES)... 5 DISTRIBUTION OF STRATA BY METERS ABOVE THE SEA LEVEL (ACRES)... 6 ESTIMATION OF PRODUCTION 3rd STAGE CRAZY FRUIT (TONNES)... 7 ESTIMATION OF PRODUCTION 3rd STAGE CRAZY FRUIT (POUNDS)... 8 BALANCE OF PRODUCTION TRENDS BY MUNICIPALITY CRAZY FRUIT (TONNES)... 9 TRENDS IN PRODUCTION BY MUNICIPALITY 3rd STAGE CRAZY FRUIT GRAPH OF TONNES... 10 BALANCE OF PRODUCTION TRENDS BY MUNICIPALITY (POUNDS)... 11 TRENDS IN PRODUCTION BY MUNICIPALITY 3rd STAGE CRAZY FRUIT GRAPH OF POUNDS... 12 TRENDS OF PRODUCTION BY STRATUM CRAZY FRUIT (TONNES POUNDS)... 13 TRENDS IN PERFORMANCE BY METERS ABOVE THE LEVEL OF THE SEA CRAZY FRUIT... 14 DENSITY OF TREES PER HECTARE AND TREES IN PRODUCTION... 15 DENSITY OF TREES PER HECTARE AND TREES IN PRODUCTION (GRAPHIC)... 16 DENSITY OF TREES PER ACRE AND TREES IN PRODUCTION... 17 DENSITY OF TREES PER ACRE AND TREES IN PRODUCTION (GRAPHIC)... 18 PROFILES OF THE ORCHARD... 19 PICTURES OF TRAINING TO EQUIPMENT TO THE SAMPLING... 24 PICTURES OF FIELD SAMPLING... 25 JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 1
AREA CERTIFIED FOR EXPORT TO USA BY MUNICIPALITY IN THE STATE OF MICHOACAN APPLIED IN THIS STUDY 3rd STAGE CRAZY FRUIT MUNICIPALITY HECTARES ACRES ACUITZIO 1,741.64 4,303.69 APATZINGÁN-NUEVO URECHO 1,386.67 3,426.54 ARIO DE ROSALES 16,658.67 41,164.47 COTIJA DE LA PAZ 2,502.53 6,183.89 ERONGARICUARO-PATZCUARO-HUIRAMBA-QUIROGA- TZINTZUNTZAN 1,739.32 4,297.95 LOS REYES 6,522.70 16,117.94 MORELIA - MORELOS 764.18 1,888.33 NUEVO PARANGARICUTIRO 6,580.62 16,261.07 HIDALGO-TUXPAN-IRIMBO-CHARO-ZITÁCUARO 887.78 2,193.75 PARÁCUARO 1,004.19 2,481.41 PERIBÁN-CHARAPAN 8,850.65 21,870.43 PUREPERO-ZACAPU-TLAZAZALCA-JIMÉNEZ 2,429.71 6,003.94 SALVADOR ESCALANTE 14,658.91 36,222.96 TACÁMBARO 10,025.51 24,773.57 TANCÍTARO 23,643.09 58,423.35 TANGAMANDAPIO 2,433.61 6,013.58 TANGANCICUARO 956.04 2,362.43 TARETAN 1,217.90 3,009.50 TINGAMBATO 3,126.79 7,726.47 TINGÜINDÍN-TOCUMBO 5,386.94 13,311.42 TURICATO 4,783.59 11,820.51 URUAPAN 15,248.84 37,680.70 VILLA MADERO 1,259.93 3,113.35 ZIRACUARETIRO 3,968.91 9,807.39 TOTAL 137,778.72 340,458.63 JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 2
DISTRIBUTION OF HECTARES ACRES AND ORCHARDS BY METERS ABOVE THE SEA LEVEL M A. S. L. HECTARES ACRES ORCHARDS LESS THAN 1600 12,101.05 29,902.35 4,329 1601-1700 10,881.76 26,889.41 3,786 1701-1800 12,506.41 30,904.01 4,429 1801-1900 15,378.93 38,002.16 5,049 1901-2000 17,063.02 42,163.64 5,366 2001-2100 18,685.09 46,171.86 5,551 2101-2200 18,133.47 44,808.78 5,105 2201-2300 17,214.98 42,539.14 5,004 2301 OR MORE 15,814.01 39,077.27 3,421 TOTAL 137,778.72 340,458.63 42,040 50,000.00 45,000.00 40,000.00 35,000.00 30,000.00 25,000.00 20,000.00 15,000.00 10,000.00 5,000.00 0.00 LESS THAN 1600 1601-1700 1701-1800 1801-1900 1901-2000 2001-2100 2101-2200 2201-2300 2301 OR MORE HECTARES 12,101.05 10,881.76 12,506.41 15,378.93 17,063.02 18,685.09 18,133.47 17,214.98 15,814.01 ACRES 29,902.35 26,889.41 30,904.01 38,002.16 42,163.64 46,171.86 44,808.78 42,539.14 39,077.27 ORCHARDS 4,329 3,786 4,429 5,049 5,366 5,551 5,105 5,004 3,421 JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 3
DISTRIBUTION OF AND ORCHARDS BY STRATUM STRATUM (1) BY STRATUM HECTARES BY STRATUM ACRES PERCENTAGE ORCHARD NUMBER STRATUM 1 40,222.50 99,391.96 29% 29,990 STRATUM 2 51,685.59 127,717.87 38% 9,611 STRATUM 3 35,008.26 86,507.29 25% 2,185 STRATUM 4 10,862.37 26,841.50 8% 254 TOTAL 137,778.72 340,458.63 100% 42,040 140,000.00 120,000.00 100,000.00 80,000.00 60,000.00 40,000.00 20,000.00 0.00 STRATUM 1 STRATUM 2 STRATUM 3 STRATUM 4 BY STRATUM HECTARES 40,222.50 51,685.59 35,008.26 10,862.37 BY STRATUM ACRES 99,391.96 127,717.87 86,507.29 26,841.50 ORCHARD NUMBER 29,990 9,611 2,185 254 (1) STRATUM 1: ORCHARDS WITH LESS THAN OR EQUAL TO 7.41316 ACRES. STRATUM 2: ORCHARDS WITH MORE THAN 7.41316 ACRES TO 24.7105 ACRES. STRATUM 3: ORCHARDS WITH MORE THAN 24.7105 ACRES TO 74.1316 ACRES. STRATUM 4: ORCHARDS WITH MORE THAN 74.1316 ACRES. JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 4
DISTRIBUTION OF STRATA BY METERS ABOVE THE SEA LEVEL (HECTARES) M A.S.L. STRATUM 1 STRATUM 2 STRATUM 3 STRATUM 4 LESS THAN 1600 4,242.37 4,603.17 2,812.93 442.58 12,101.05 1601-1700 3,647.69 4,656.47 2,153.68 423.92 10,881.76 1701-1800 4,305.15 5,239.05 2,159.28 802.93 12,506.41 1801-1900 4,817.02 6,085.43 3,389.49 1,086.99 15,378.93 1901-2000 5,026.96 6,674.61 3,960.71 1,400.74 17,063.02 2001-2100 5,296.92 6,898.80 5,200.73 1,288.64 18,685.09 2101-2200 4,877.98 6,234.26 5,243.09 1,778.14 18,133.47 2201-2300 4,906.11 5,812.45 4,692.99 1,803.43 17,214.98 2301 OR MORE 3,102.30 5,481.35 5,395.36 1,835.00 15,814.01 TOTAL 40,222.50 51,685.59 35,008.26 10,862.37 137,778.72 7,000.00 6,000.00 5,000.00 4,000.00 3,000.00 2,000.00 1,000.00 0.00 STRATUM 1 STRATUM 2 STRATUM 3 STRATUM 4 JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 5
DISTRIBUTION OF STRATA BY METERS ABOVE THE SEA LEVEL (ACRES) M A.S.L. STRATUM 1 STRATUM 2 STRATUM 3 STRATUM 4 LESS THAN 1600 10,483.12 11,374.68 6,950.90 1,093.64 29,902.35 1601-1700 9,013.64 11,506.39 5,321.86 1,047.53 26,889.41 1701-1800 10,638.26 12,945.97 5,335.70 1,984.08 30,904.01 1801-1900 11,903.12 15,037.43 8,375.61 2,686.01 38,002.16 1901-2000 12,421.89 16,493.32 9,787.13 3,461.30 42,163.64 2001-2100 13,088.97 17,047.31 12,851.28 3,184.30 46,171.86 2101-2200 12,053.75 15,405.19 12,955.96 4,393.88 44,808.78 2201-2300 12,123.26 14,362.88 11,596.63 4,456.37 42,539.14 2301 OR MORE 7,665.95 13,544.71 13,332.22 4,534.38 39,077.27 TOTAL 99,391.96 127,717.87 86,507.29 26,841.50 340,458.63 18,000.00 16,000.00 14,000.00 12,000.00 10,000.00 8,000.00 6,000.00 4,000.00 2,000.00 0.00 STRATUM 1 STRATUM 2 STRATUM 3 STRATUM 4 JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 6
ESTIMATION OF PRODUCTION 3rd STAGE CRAZY FRUIT (TONNES) ESTIMATION OF HASS AVOCADO PRODUCTION CERTIFIED AREA TO USA SEASON 2018 2019 3rd STAGE CRAZY FRUIT (TONNES) 197,135.74 TONNES 184,250.36 TONNES 210,021.11 TONNES LOWER LIMIT UPPER LIMIT JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 7
ESTIMATION OF PRODUCTION 3rd STAGE CRAZY FRUIT (POUNDS) ESTIMATION OF HASS AVOCADO PRODUCTION CERTIFIED AREA TO USA SEASON 2018 2019 3rd STAGE CRAZY FRUIT (POUNDS) 434,609,903.16 POUNDS 406,202,512.27 POUNDS 463,017,294.04 POUNDS LOWER LIMIT UPPER LIMIT JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 8
BALANCE OF PRODUCTION TRENDS BY MUNICIPALITY CRAZY FRUIT (TONNES) MUNICIPALITY HECTARES TREND MEDIA PRODUCTION TONNES TREND MEDIA PRODUCTION TONNES/ HECTARES ACUITZIO 1,741.64 2,970.73 1.71 APATZINGÁN-NUEVO URECHO 1,386.67 2,327.36 1.68 ARIO DE ROSALES 16,658.67 21,280.61 1.28 COTIJA DE LA PAZ 2,502.53 3,577.07 1.43 ERONGARICUARO-PATZCUARO- HUIRAMBA-QUIROGA-TZINTZUNTZAN 1,739.32 2,818.48 1.62 LOS REYES 6,522.70 9,232.55 1.42 MORELIA - MORELOS 764.18 1,093.40 1.43 NUEVO PARANGARICUTIRO 6,580.62 7,046.56 1.07 HIDALGO-TUXPAN-IRIMBO-CHARO- ZITACUARO 887.78 983.08 1.11 PARÁCUARO 1,004.19 1,711.42 1.70 PERIBÁN-CHARAPAN 8,850.65 17,449.60 1.97 PUREPERO-ZACAPU-TLAZAZALCA-JIMÉNEZ 2,429.71 3,122.37 1.29 SALVADOR ESCALANTE 14,658.91 21,376.71 1.46 TACÁMBARO 10,025.51 12,114.62 1.21 TANCÍTARO 23,643.09 34,706.51 1.47 TANGAMANDAPIO 2,433.61 2,906.29 1.19 TANGANCICUARO 956.04 1,401.67 1.47 TARETAN 1,217.90 2,124.10 1.74 TINGAMBATO 3,126.79 4,539.37 1.45 TINGÜINDÍN-TOCUMBO 5,386.94 7,913.80 1.47 TURICATO 4,783.59 6,975.52 1.46 URUAPAN 15,248.84 23,049.32 1.51 VILLA MADERO 1,259.93 1,977.30 1.57 ZIRACUARETIRO 3,968.91 4,437.30 1.12 TOTAL 137,778.72 197,135.74 1.43 JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 9
TRENDS IN PRODUCTION BY MUNICIPALITY 3rd STAGE CRAZY FRUIT GRAPH OF TONNES 35,000.00 30,000.00 25,000.00 20,000.00 15,000.00 10,000.00 5,000.00 0.00 HECTARES TREND MEDIA PRODUCTION TONNES JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 10
BALANCE OF PRODUCTION TRENDS BY MUNICIPALITY (POUNDS AND POUNDS/ACRE) MUNICIPALITY ACRES TREND MEDIA PRODUCTION POUNDS TREND MEDIA PRODUCTION POUNDS /ACRE ACUITZIO 4,303.69 6,549,338.59 1,521.80 APATZINGÁN-NUEVO URECHO 3,426.54 5,130,955.33 1,497.42 ARIO DE ROSALES 41,164.47 46,915,714.42 1,139.71 COTIJA DE LA PAZ 6,183.89 7,886,089.48 1,275.26 ERONGARICUARO-PATZCUARO-HUIRAMBA- QUIROGA-TZINTZUNTZAN 4,297.95 6,213,679.56 1,445.73 LOS REYES 16,117.94 20,354,288.68 1,262.83 MORELIA - MORELOS 1,888.33 2,410,534.39 1,276.54 NUEVO PARANGARICUTIRO 16,261.07 15,535,005.65 955.35 HIDALGO-TUXPAN-IRIMBO-CHARO-ZITACUARO 2,193.75 2,167,320.42 987.95 PARÁCUARO 2,481.41 3,773,035.26 1,520.52 PERIBÁN-CHARAPAN 21,870.43 38,469,783.07 1,758.99 PUREPERO-ZACAPU-TLAZAZALCA-JIMÉNEZ 6,003.94 6,883,647.57 1,146.52 SALVADOR ESCALANTE 36,222.96 47,127,578.66 1,301.04 TACÁMBARO 24,773.57 26,708,165.70 1,078.09 TANCÍTARO 58,423.35 76,514,757.51 1,309.66 TANGAMANDAPIO 6,013.58 6,407,272.71 1,065.47 TANGANCICUARO 2,362.43 3,090,153.40 1,308.04 TARETAN 3,009.50 4,682,828.24 1,556.02 TINGAMBATO 7,726.47 10,007,597.84 1,295.24 TINGÜINDÍN-TOCUMBO 13,311.42 17,446,942.58 1,310.67 TURICATO 11,820.51 15,378,389.26 1,300.99 URUAPAN 37,680.70 50,815,052.52 1,348.57 VILLA MADERO 3,113.35 4,359,200.33 1,400.16 ZIRACUARETIRO 9,807.39 9,782,572.00 997.47 TOTAL 340,458.63 434,609,903.16 1,276.54 JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 11
TRENDS IN PRODUCTION OF POUNDS/ACRE BY MUNICIPALITY 3rd STAGE CRAZY FRUIT (GRAPH) 1,800.00 1,600.00 1,400.00 1,200.00 1,000.00 800.00 600.00 400.00 200.00 0.00 TREND MEDIA PRODUCTION POUNDS /ACRE JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 12
TRENDS OF PRODUCTION BY STRATUM CRAZY FRUIT (TONNES POUNDS) STRATUM BY STRATUM (HA.) TRENDS OF PRODUCTION (TONNES) TONNES PER HECTARES STRATUM 1 40,222.50 85,505.21 2.13 STRATUM 2 51,685.59 46,543.38 0.90 STRATUM 3 35,008.26 57,287.19 1.64 STRATUM 4 10,862.37 7,799.95 0.72 TOTAL 137,778.72 197,135.74 1.43 2.50 2.00 1.50 1.00 0.50 - STRATUM STRATUM STRATUM STRATUM 1 2 3 4 TONNES PER HECTARES 2.13 0.90 1.64 0.72 STRATUM BY STRATUM (ACRES) TRENDS OF PRODUCTION (POUNDS) POUNDS PER ACRE STRATUM 1 99,391.96 188,506,722.90 1,896.60 STRATUM 2 127,717.87 102,610,595.00 803.42 STRATUM 3 86,507.29 126,296,632.70 1,459.95 STRATUM 4 26,841.50 17,195,952.56 640.65 TOTAL 340,458.63 434,609,903.16 1,276.54 2,000.00 1,500.00 1,000.00 500.00 0.00 STRATUM 1 STRATUM 2 STRATUM 3 STRATUM 4 POUNDS PER ACRE 1,896.60 803.42 1,459.95 640.65 JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 13
TRENDS IN PERFORMANCE BY METERS ABOVE THE LEVEL OF THE SEA CRAZY FRUIT M A.S.L. YIELD IN POUNDS PER ACRE YIELD IN TONNES PER HECTARES LESS THAN 1600 1,739.70 1.95 1601-1700 2,907.03 3.26 1701-1800 2,103.22 2.36 1801-1900 1,099.34 1.23 1901-2000 1,205.87 1.35 2001-2100 1,355.80 1.52 2101-2200 694.05 0.78 2201-2300 577.36 0.65 2301 OR MORE 730.41 0.82 3,000.00 2,500.00 2,000.00 1,500.00 1,000.00 500.00 - LESS 1601-1701- 1801-1901- 2001-2101- 2201-2301 THAN 1600 1700 1800 1900 2000 2100 2200 2300 OR MORE YIELD IN POUNDS PER ACRE 1,739.7 2,907.0 2,103.2 1,099.3 1,205.8 1,355.8 694.05 577.36 730.41 3.50 3.00 2.50 2.00 1.50 1.00 0.50 - LESS THAN 1600 1601-1700 1701-1800 1801-1900 1901-2000 2001-2100 2101-2200 2201-2300 2301 OR MORE YIELD IN TONNES PER HECTARES 1.95 3.26 2.36 1.23 1.35 1.52 0.78 0.65 0.82 JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 14
DENSITY OF TREES PER HECTARE AND TREES IN PRODUCTION MUNICIPALITY HECTARE AVERAGE OF TREES IN HECTARE AVERAGE OF TREES IN PRODUCTION BY HECTARE ACUITZIO 1,741.64 157.86 153.36 APATZINGÁN-NUEVO URECHO 1,386.67 159.05 147.73 ARIO DE ROSALES 16,658.67 182.14 162.39 COTIJA DE LA PAZ 2,502.53 181.51 162.75 ERONGARICUARO-PATZCUARO-HUIRAMBA-QUIROGA- TZINTZUNTZAN 1,739.32 184.23 164.34 LOS REYES 6,522.70 178.79 162.41 MORELIA - MORELOS 764.18 151.24 141.49 NUEVO PARANGARICUTIRO 6,580.62 164.84 151.90 HIDALGO-TUXPAN-IRIMBO-CHARO-ZITÁCUARO 887.78 171.93 156.58 PARÁCUARO 1,004.19 164.51 151.63 PERIBÁN-CHARAPAN 8,850.65 160.49 147.89 PUREPERO-ZACAPU-TLAZAZALCA-JIMÉNEZ 2,429.71 160.14 148.14 SALVADOR ESCALANTE 14,658.91 162.22 151.52 TACÁMBARO 10,025.51 156.85 147.69 TANCÍTARO 23,643.09 147.60 139.04 TANGAMANDAPIO 2,433.61 147.60 138.94 TANGANCICUARO 956.04 149.37 139.58 TARETAN 1,217.90 148.26 139.63 TINGAMBATO 3,126.79 148.19 139.54 TINGÜINDÍN-TOCUMBO 5,386.94 148.21 139.74 TURICATO 4,783.59 147.23 138.89 URUAPAN 15,248.84 150.74 142.62 VILLA MADERO 1,259.93 174.01 160.42 ZIRACUARETIRO 3,968.91 154.26 143.67 TOTAL 137,778.72 166.38 148.69 JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 15
DENSITY OF TREES PER HECTARE AND TREES IN PRODUCTION (GRAPHIC) 200.00 180.00 160.00 140.00 120.00 100.00 80.00 60.00 40.00 20.00 0.00 AVERAGE OF TREES IN HECTARE AVERAGE OF TREES IN PRODUCTION BY HECTARE JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 16
DENSITY OF TREES PER ACRE AND TREES IN PRODUCTION MUNICIPALITY ACRES AVERAGE TREES PER ACRE TREE AVERAGE PRODUCTION PER ACRE ACUITZIO 4,303.69 63.88 62.06 APATZINGÁN-NUEVO URECHO 3,426.54 64.37 59.78 ARIO DE ROSALES 41,164.47 73.71 65.72 COTIJA DE LA PAZ 6,183.89 73.45 65.86 ERONGARICUARO-PATZCUARO-HUIRAMBA- QUIROGA-TZINTZUNTZAN 4,297.95 74.55 66.51 LOS REYES 16,117.94 72.35 65.73 MORELIA - MORELOS 1,888.33 61.21 57.26 NUEVO PARANGARICUTIRO 16,261.07 66.71 61.47 HIDALGO-TUXPAN-IRIMBO-CHARO-ZITÁCUARO 2,193.75 69.58 63.37 PARÁCUARO 2,481.41 66.58 61.36 PERIBÁN-CHARAPAN 21,870.43 64.95 59.85 PUREPERO-ZACAPU-TLAZAZALCA-JIMÉNEZ 6,003.94 64.81 59.95 SALVADOR ESCALANTE 36,222.96 65.65 61.32 TACÁMBARO 24,773.57 63.47 59.77 TANCÍTARO 58,423.35 59.73 56.27 TANGAMANDAPIO 6,013.58 59.73 56.23 TANGANCICUARO 2,362.43 60.45 56.49 TARETAN 3,009.50 60.00 56.51 TINGAMBATO 7,726.47 59.97 56.47 TINGÜINDÍN-TOCUMBO 13,311.42 59.98 56.55 TURICATO 11,820.51 59.58 56.21 URUAPAN 37,680.70 61.00 57.72 VILLA MADERO 3,113.35 70.42 64.92 ZIRACUARETIRO 9,807.39 62.43 58.14 TOTAL 340,458.63 67.33 60.17 JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 17
DENSITY OF TREES PER ACRE AND TREES IN PRODUCTION (GRAPHIC) 80.00 70.00 60.00 50.00 40.00 30.00 20.00 10.00 - AVERAGE TREES PER ACRE TREE AVERAGE PRODUCTION PER ACRE JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 18
PROFILES OF THE ORCHARD HUMIDITY SOURCE PERCENTAGE IRRIGATION 40% TEMPORAL 60% TOTAL 100% 60% 40% 20% 0% IRRIGATION TEMPORAL PERCENTAGE 40% 60% TYPE OF IRRIGATION PERCENTAGE DRIP 30% MICRO SPRINKLING 63% ROLL IRRIGATION 3% OTHER 4% TOTAL 100% 70% 60% 50% 40% 30% 20% 10% 0% DRIP MICRO ROLL OTHER SPRINKLING IRRIGATION PERCENTAGE 30% 63% 3% 4% JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 19
WATER SOURCE PERCENTAGE PERFORATION 14% CANAL 6% CARCAMO 4% WATER POT 57% OTHER 19% TOTAL 100% 60% 50% 40% 30% 20% 10% 0% PERFORATION CANAL CARCAMO WATER POT OTHER PERCENTAGE 14% 6% 4% 57% 19% PRUNING EVIDENCE PERCENTAGE REJUVENATED 5% CLARIFY 27% NO PRUNING 68% TOTAL 100% 70% 60% 50% 40% 30% 20% 10% 0% REJUVENATED CLARIFY NO PRUNING PERCENTAGE 5% 27% 68% JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 20
FIELD TOPOGRAPHY PERCENTAGE STRONG SLOPE > 45 5% MODERATE SLOPE >25 <45 34% FLAT GROUND 46% IRREGULAR TERRAIN 15% TOTAL 100% 50% 45% 40% 35% 30% 25% 20% 15% 10% 5% 0% STRONG SLOPE > MODERATE FLAT GROUND 45 SLOPE >25 <45 PERCENTAGE 5% 34% 46% 15% IRREGULAR TERRAIN PLANTATION SISTEM PERCENTAGE REAL SQUARE 56% TRIANGLE 44% TOTAL 100% 60% 50% 40% 30% 20% 10% 0% REAL SQUARE TRIANGLE PERCENTAGE 56% 44% JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 21
CROP TYPE PERCENTAGE ORGANIC 8% CONVENTIONAL 92% TOTAL 100.00% 100% 80% 60% 40% 20% 0% ORGANIC CONVENTIONAL PERCENTAGE 8% 92% DISASTERS PERCENTAGE FROST 11% HAIL 16% STRONG WINDS 6% WITHOUT DISASTERS 67% TOTAL 100% 70% 60% 50% 40% 30% 20% 10% 0% FROST HAIL STRONG WINDS PERCENTAGE 11% 16% 6% 67% WITHOUT DISASTERS JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 22
PERCENTAGE OF TREES IN PRODUCTION (RANGE) PERCENTAGE OF ORCHARDS LESS THAN 50% 2% 51 a 70% 2% 71 a 80% 3% 81 a 85% 2% 86 a 90% 5% 91 a 95% 9% 96 a 100% 77% TOTAL 100% 80% 70% 60% 50% 40% 30% 20% 10% 0% LESS THAN 50% 51 a 70% 71 a 80% 81 a 85% 86 a 90% 91 a 95% 96 a 100% PERCENTAGE OF ORCHARDS 2% 2% 3% 2% 5% 9% 77% JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 23
PICTURES OF TRAINING TO EQUIPMENT TO THE SAMPLING JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 24
PICTURES OF FIELD SAMPLING JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 25
JESUS JASSO AGUILAR - BACHELOR OF STATISTIC 26