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Page 1: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 2: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Knowledge Portal

SPId Tech and free SMS

advisories

SARAI-Enhanced Agricultural Monitoring System (SEAMS)

Monitoring through AWS and UAV units

SARAI PHASE 1

Feedback mechanism

Cost-efficient soil moisture meters and sensors

Page 3: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

DEVELOPED TECHNOLOGIES

Smarter Pest Identification Technology (SPId Tech)

- Application that uses pest photos for pest identification, and for providing farmers with immediate management recommendations

SARAI Cost-Efficient Soil Moisture Monitoring System

for Soil Water Deficit

Cost-Efficient Soil Moisture Monitoring System

Meter: P1,200 to P1,500/unitGypsum Block: P30 to P35/piece

- Used for monitoring soil moisture content which will serve as basis for irrigation application

Page 4: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

DEVELOPED SYSTEMS

Water Management Decision Support System (WAISS)

SARAI Maize Nutrient Expert

- WAISS monitoring of the soil moisture = Early warning for crop water stress

Provides comprehensive farm analyses such as:site-specific fertilizer recommendations for nitrogen,

phosphorous, and potassium (NPK) applications; profit comparison between current farmer’s practices and

recommended practices

Page 5: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

DEVELOPED SYSTEMS

SARAI-Enhanced Agricultural Monitoring System (SEAMS)

Pest Advisory System &Pest Risk Maps

GIS + RS + NDVI

2014 2015

AUG

SEP

Risk of armyworm infestation in rice areas in Isabela

Early warning for pest infestation, and immediate

management protocols

Page 6: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

SARAI DATA PRODUCTS

Crop Forecasting System: Site-specific Planting Dates

SARAI Crop Suitability Maps

Farmer entered JUNE 9 as planting date

Page 7: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

SARAI DATA PRODUCTS

SARAI KNOWLEDGE PORTAL (www.sarai.ph)

Page 8: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Crop Suitability Mapping using GIS and Remotely Classified Landuse/Land

Cover DataVICTORINO A. [email protected]

University of the Philippines, Los Banos

Page 9: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Commodity Crops of Concern1. Rice2. Corn (Wet and Dry Season)3. Banana4. Coffee (Arabica and Robusta)5. Cacao6. Coconut

Page 10: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 11: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 12: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 13: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 14: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Climate Type Map from PAGASA

Page 15: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 16: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Gridded Monthly Rainfall DataJanuary to December

J M S

F J O

M J N

A A D

Page 17: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Gridded Rainfall DataAnnual and Monthly Mean

Page 18: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Gridded Monthly Minimum TemperatureJanuary to December

J M S

F J O

M J N

A A D

Page 19: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Gridded Monthly Maximum TemperatureJanuary to December

J M S

F J O

M J N

A A D

Page 20: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Gridded Monthly Mean TemperatureJanuary to December

J M S

F J O

M J N

A A D

Page 21: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Stitching together 95 ASTER GDEM tiles to cover the entire Philippines

Page 22: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

2010 Landuse/land cover map

- Source: NAMRIA- based on satellite image classification

Page 23: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Soils Map of the Philippines

- Source: Bureau ofSoils and WaterManagement

Page 24: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Administrative Boundary of the Philippines

Page 25: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 26: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Lowland Rice

GROWTH REQUIREMENTS• Elevation: 0 – 500 meters above

mean sea level• Slope: 0 – 3%• Soil: clay, clay loam, loam, loamy

sand, sandy clay, sandy clay loam, sandy loam, silt loam, silty clay, and silty clay loam

Page 27: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Elevation Map

Elevation can be categorized as highly suitable (EL1), moderately suitable (EL2), and marginally suitable (EL3).

Page 28: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Slope Map

Slope can be categorized as highly suitable (SL1), moderately suitable (SL2), and marginally suitable (SL3).

Page 29: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Soil Map

Soil texture can be categorized as highly suitable (Soil1), moderately suitable (Soil2), and marginally suitable (Soil3).

Page 30: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Cross-tabulating the elevation, slope, and soil suitability maps, a cross-classification image is generated wherein the different suitability levels, with their limitations can be determined.

Page 31: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Land Cover Map

The Land Cover Map from satellite image interpretation is used to create a Boolean map that would eliminate urban, water, and forest areas from the suitability maps.

Page 32: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Legend Explanation

S1 Highly suitable

S2 e Moderately suitable, with limitation on elevation

S2 t Moderately suitable, with limitation on slope

S2 s Moderately suitable, with limitation on soil

S2 et Moderately suitable, with limitations on elevation and slope

S2 ts Moderately suitable, with limitations on slope and soil

S2 es Moderately suitable, with limitations on elevation and soil

S2 ets Moderately suitable, with limitations on elevation, slope, and soil

S3 e Marginally suitable, with limitation on elevation

Se t Marginally suitable, with limitation on slope

S3 s Marginally suitable, with limitation on soil

S3 et Marginally suitable, with limitations on elevation and slope

S3 ts Marginally suitable, with limitations on slope and soil

S3 es Marginally suitable, with limitations on elevation and soil

S3 ets Marginally suitable, with limitations on elevation, slope, and soil

RICE SUITABILITY MAP

Page 33: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

AbraAgusandel Norte

Agusandel Sur Aklan Albay Antique Apayao Aurora Basilan

NS 358,890 193,857 639,413 134,329 103,958 225,262 327,682 256,961 46,029 S1 2,954 9,895 27,485 10,640 23,264 8,355 12,980 18,624 6,978 S2 e 1,703 2,635 7,488 282 5,689 283 2,039 283 4,472 S2 t 3,479 11,851 33,595 8,667 22,592 9,221 9,056 6,189 15,868 S2 s 1,936 18,073 39,746 722 7,975 6,300 990 4,834 985 S2 et 4,842 8,783 20,343 1,249 16,099 1,437 6,639 1,053 18,515 S2 ts 2,443 11,133 31,388 352 5,177 5,312 482 2,583 1,269 S2 es 982 166 540 - 2,235 105 12 95 1 S2 ets 1,859 856 1,792 2 9,235 351 58 330 5 S3 e 570 496 648 35 59 31 1,353 14 546 S3 t 15,023 39,471 54,665 9,860 54,591 16,535 23,707 12,376 41,188 S3 s - - - - - - 1,145 575 -S3 et 2,608 2,248 2,501 149 289 225 4,963 83 891 S3 ts - - - - - - 224 1 -S3 es - - - - - - - - -S3 ets - - - - - - - - -

Page 34: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Bataan Batanes Batangas Benguet Biliran Bohol Bukidnon Bulacan CagayanCamarines Norte

NS 80,173 13,830 118,869 262,184 38,787 140,183 563,220 155,570 626,471 99,430 S1 3,694 - 21,459 - 1,883 30,411 454 23,718 92,489 15,555

S2 e 1,091 - 13,714 12 222 33,328 60,188 1,372 1,199 2,620 S2 t 7,962 - 15,722 - 3,594 32,368 613 14,215 41,196 23,663 S2 s 10,205 651 14,440 - - 17,863 38 20,302 26,408 12,039

S2 et 8,154 - 16,928 52 1,035 54,830 84,927 4,652 5,313 10,342 S2 ts 2,807 1,874 17,120 - - 7,377 54 15,902 11,557 5,657 S2 es - 287 21,526 - - 6 44 829 203 140

S2 ets 2 1,108 32,199 - - 13 124 2,817 526 568

S3 e 31 1 438 391 5 2,081 73,044 51 4 22 S3 t 17,504 2,997 48,741 172 7,623 75,271 60,356 16,054 32,113 40,637 S3 s - - - - 245 - 1,090 - 37,697 -S3 et 200 1 943 1,268 33 3,903 63,496 246 53 117 S3 ts 7 427 6 053

Page 35: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Corn

GROWTH REQUIREMENTS

• Elevation: 1-1,000 meters above mean sea level (0-100 m, 100 – 500 m, and 500 – 1,000 m )

• Slope: 0 – 18% (0-8% and 8-18%)• Rainfall: greater than 199 mm per month• Wet (June-November) and dry (December to

May) seasons• Soil: loam, clay loam, clay, loamy sand, sandy

clay, sandy clay loam, sandy loam, silt, silt loam, silty clay, and silty clay loam

Page 36: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 37: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 38: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 39: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 40: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

CORN SUITABILITY MAP (DRY SEASON)Legend Explanation

S1 Highly suitable

S2 e Moderately suitable, with limitation on elevation

S2 t Moderately suitable, with limitation on slope

S2 s Moderately suitable, with limitation on soil

S2 et Moderately suitable, with limitations on elevation and slope

S2 ts Moderately suitable, with limitations on slope and soil

S2 es Moderately suitable, with limitations on elevation and soil

S2 ets Moderately suitable, with limitations on elevation, slope, and soil

S3 e Marginally suitable, with limitation on elevation

Se t Marginally suitable, with limitation on slope

S3 s Marginally suitable, with limitation on soil

S3 et Marginally suitable, with limitations on elevation and slope

S3 ts Marginally suitable, with limitations on slope and soil

S3 es Marginally suitable, with limitations on elevation and soil

S3 ets Marginally suitable, with limitations on elevation, slope, and soil

Page 41: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

CORN SUITABILITY MAP (WET SEASON)Legend Explanation

S1 Highly suitable

S2 e Moderately suitable, with limitation on elevation

S2 t Moderately suitable, with limitation on slope

S2 s Moderately suitable, with limitation on soil

S2 et Moderately suitable, with limitations on elevation and slope

S2 ts Moderately suitable, with limitations on slope and soil

S2 es Moderately suitable, with limitations on elevation and soil

S2 ets Moderately suitable, with limitations on elevation, slope, and soil

S3 e Marginally suitable, with limitation on elevation

Se t Marginally suitable, with limitation on slope

S3 s Marginally suitable, with limitation on soil

S3 et Marginally suitable, with limitations on elevation and slope

S3 ts Marginally suitable, with limitations on slope and soil

S3 es Marginally suitable, with limitations on elevation and soil

S3 ets Marginally suitable, with limitations on elevation, slope, and soil

Page 42: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 43: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Making Maps Accessible to the Public

sarai.ph

SARAI data portal

Page 44: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 45: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 46: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 47: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 48: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 49: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 50: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 51: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 52: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Making Maps Accessible to the Public

http://www.geoportal.gov.ph

THE PHILIPPINE GEOPORTAL of NAMRIA-DENR

Page 53: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 54: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 55: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 56: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 57: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 58: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 59: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 60: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 61: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 62: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback
Page 63: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

Acknowledgements

1. Funding Agency: DOST-PCAARRD (Department of Science and Technology-Philippine Council for Agriculture, Aquatic, and Natural Resources Research and Development)

2. Mr. Roel L. Fucio – SARAI Phase 1 University Research Associate3. Dr. Maria Victoria Espaldon – SARAI Project Director4. Entire SARAI Team

Page 64: Knowledge PortalKnowledge Portal SPId Tech and free SMS advisories SARAI-Enhanced Agricultural Monitoring System (SEAMS) Monitoring through AWS and UAV units SARAI PHASE 1 Feedback

END