ISABELA LAND COVER ASSESSMENT (ILCA) GA 2019-21

Technical Accomplishments for the Period 1 September to 30 November 2019

2nd Quarter

Environmental Science for Social Change December 2019

Contents

Highlights ...... 3 Technical/Physical Progress ...... 4 Issues and concerns encountered ...... 13 Plans for the 3rd quarter ...... 13 Other Forest Conservation Initiatives ...... 14

Attachments • Inventory List of Forest Cover Data of Northern Sierra Madre Natural Park and other Protected Areas in the Province of (as of November 30, 2019) • Inventory List of LGU Administrative, Protected Area Boundary and other geospatial-related Maps in the Province of Isabela (as of November 30, 2019) • Map of Areas Covered during Ground Validation Sorties for 2nd Quarter (September – November 2019) • Sangguniang Panlalawigan Resolution No. 441 and Signed Memorandum Agreement with the Provincial Government of Isabela

ESSC: Isabela Land Cover Assessment 2 1 September to 30 November 2019 Highlights

ILCA’s goal is to contribute to monitoring the forest and land cover change in the Sierra Madre Landscape, by producing an updated and detailed land cover assessment for the province of Isabela, which encompasses the Northern Sierra Madre Natural Park – home to one of the largest patches of contiguous forest in the and hosts one of the world’s largest remaining low-altitude rainforests.

This 15-month project has four specific objectives: (1) Data Acquisition, Preparation and Input, (2) Analysis, Validation and Finalization, (3) Knowledge Generation and Method Documentation, (4) Knowledge Sharing and Collaboration.

A grant agreement covering 1 June 2019 to August 31 2020 was signed between Forest Foundation Philippines (FFP) and Environmental Science for Social Change (ESSC) on 18 June 2019. Notice to proceed was received on 25 June 2019.

Technical accomplishments for the second quarter of the project include:

Objective 1: Data Acquisition, Preparation and Input • More secondary data on forest cover and administrative boundaries obtained from key stakeholders (ER 1.1; Annex 1: Inventory List of Forest Cover Data of Northern Sierra Madre Natural Park and other Protected Areas in the Province of Isabela (as of November 30, 2019) and Annex 2: Inventory List of LGU Administrative, Protected Area Boundary and other geospatial-related Maps in the Province of Isabela (as of November 30, 2019). • Second round of field data collection with assistance from four local field researchers who were recruited and trained for collection and validation of training data points. Anticipated collaboration with Isabela State University through Valley Programme on Environment and Development and College of Forestry and Environmental Management (ER 1.2; Annex 3: Draft Memorandum Agreement with Isabela State University; Annex 4: Map of Areas Covered during Ground Validation Sorties for 2nd Quarter). • Target acquisition numbers for raw satellite images and useable images were exceeded but needed further refinement for improvement of accuracy of classes (ER 1.3-1.4). Objective 2: Analysis, Validation and Finalization • 7,337 geo-tagged photos collected from 500 forested, coastal and lowland barangays in 23 cities/municipalities, which helped to create additional 4,301 training polygons (ER 2.1). • 2 land cover types were newly identified and added so far based on recent training dataset built and collected from field visits (ER 2.2). • 2 iterations conducted to compose second quarter draft maps (ER2.3-2.4). Objective 3: Knowledge Generation and Method Documentation • Second draft of land cover map laid out and printed based on GIS dataset as of this quarter (ER 3.1-3.2; Annex 5: Isabela Land Cover Map, Second Draft). Objective 4: Knowledge Sharing and Collaboration • Meeting with the Provincial Government of Isabela (PGI) and other Local Government Units (LGUs) in the province organized in conjunction with the Save Sierra Madre Day Stakeholders’ meeting and Signing of Memorandum of Agreement with PGI to jointly undertake the presentation and dissemination of the land mapping initiatives in the province (ER 4.1; Annex 6: Report on Save Sierra Madre Stakeholders’ Meeting and MOA Signing with PGI).

ESSC: Isabela Land Cover Assessment 3 1 September to 30 November 2019 Technical/Physical Progress

ACTIVITIES EXPECTED OUTPUTS 2nd Quarter Accomplishments Cumulative Accomplishments REMARKS

Objective 1. DATA ACQUSITION, PREPARATION and INPUT 1.1.1. Collect forest COMPLETED ◦ 11 relevant files obtained from 5 sources, Mabuwaya cover data from including those collected from field visits Foundation has given existing sources with local key stakeholders and collaborators ESSC a copy of its (Annex 1 – Inventory List of Forest Cover Biodiversity and Data of Northern Sierra Madre Natural Park Ecological Assessment and other Protected Areas in the Province of Study showing a more Isabela – as of November 30, 2019) detailed classification of forest types in NSMNP.

Activity 1.1 Files collected were Secondary data reviewed and further gathered organized according to its content and relevance, for proper retrieval and archiving. 1.1.2. Digital elevation COMPLETED ◦ Phil-LIDAR's 10 x 10m digital elevation modelling model (DEM) used to model upland areas 1.1.3. Obtain data on COMPLETED ◦ Openstreet Map, topographic maps and roads, rivers & other DEM were used as basis for delineating layers roads, rivers and other layers

ESSC: Isabela Land Cover Assessment 4 1 September to 30 November 2019 ACTIVITIES EXPECTED OUTPUTS 2nd Quarter Accomplishments Cumulative Accomplishments REMARKS 1.1.4. Request COMPLETED ◦ Boundaries were set using the legislative Additional data will be administrative & district map of the provincial government forwarded in the protected area acquired from PAMB-NSMNP, and the succeeding quarters. boundaries from LGUs protected boundary areas from DENR-BMB However, some LGUs & BMB office have given the team limited access to ◦ 214 additional geospatial related some of its documents were collected from the documents. identified key stakeholders and local collaborators (Annex 2 – Inventory List of LGU Administrative, Protected Area Boundary and other geospatial-related maps in the Province of Isabela – as of November 30, 2019) 1.2.1 Collaborate with ◦ Ventured new linkages with ISU- ◦ Relations established with 2 local Review of the MOA local university on field President Dr. Ricmar Aquino and academic/research institutions (ISU-CFEM with ISU is currently data collection (ISU) Programme on and Mabuwaya Foundation) under review by the Environment and Development (CVPED) Board of the through Dr. Cecilia Mangabat and Dr. ◦ 4 local researchers in place during first Directors. The result Activity 1.2 Maria Visitacion Guingab round of field data gathering and validation of the decision will be Training/ covering 4 municipalities out earlier next year Validation data ◦ MOA drafted with Isabela State (Jan. 2020), yet Dr. collected in the University (ISU) through College of ◦ Consultative meetings and discussions Mangabat of CVPED field Forestry and Environmental were held with ISU-CFEM Dean Emerson initially confirms that Management (CFEM) and Cagayan Valley Barcellano regarding possible areas of ESSC can now proceed Programme on Environment and research collaboration to implement some of Development (CVPED) to jointly its collaborative undertake and assist the conduct of the activities with ISU.

ESSC: Isabela Land Cover Assessment 5 1 September to 30 November 2019 ACTIVITIES EXPECTED OUTPUTS 2nd Quarter Accomplishments Cumulative Accomplishments REMARKS Isabela Land Cover Assessment Project in the province by providing technical support, guidance, inputs and participating in the GIS Training Workshop (Annex 3 – Draft Memorandum of Agreement with Isabela State University) 1.2.2 Fieldwork to train ◦ Hired local researchers finished their ◦ GIS training workshop conducted for local Data gathering and oversee local second round of field data gathering and researchers activities in some collectors of field data validation for this quarter covering municipalities were additional 23 municipalities ◦ Fieldwork with local researchers conducted delayed due to (Annex 4 – Map of Areas Covered during in 4 coastal and forested municipalities circumstances in the Ground Validation Sorties for 2nd (, , , ) field. Quarter: September – November 2019) during the first quarter Visits to some of the LGUs (e.g. and Santiago City) were also postponed as endorsement from the Provincial Government is needed. 1.2.3 Build training data ◦ Refinement of training data built from ◦ Initial composite map generated based on (0.5ha resolution) last quarter to improve accuracy for training data generated during Q1 ◦ Need to create certain classers such as land with tree training data focused cover, shrubland and cassava ◦ First round of training data for forests and on the geographic corn fields were built with min 0.5ha center of areas in resolution, while a <0.5ha became the basis order to capture

ESSC: Isabela Land Cover Assessment 6 1 September to 30 November 2019 ACTIVITIES EXPECTED OUTPUTS 2nd Quarter Accomplishments Cumulative Accomplishments REMARKS ◦ Training polygons were updated based for the training data for fishponds and fallow better snapshot of its from the recent geotagged photos during Q1 land cover. collected from fieldwork activities

1.3.1 Source raw ◦ 79 raw images acquired, exceeding the ◦ 146 of 240 target raw satellite images Activity 1.3 satellite images (240 target of 60 images per quarter by 32% taken between Jan 2018 – Nov 2019 Raw satellite images) acquired (60% of target) images acquired

Activity 1.4 1.4.1 Select and pre- ◦ 94 images pre-processed, of which 50 ◦ Overall, 279 satellite images were pre- Useable satellite process useable were deemed useable for feature processed but only 183 images were used for images selected satellite images extraction feature extraction, exceeding target of 120 and pre- images by 53% processed for 1.4.2 Extract land cover ◦ 19 land cover features extracted from ◦ 19 land cover features distinguished as of feature features (14 land cover useable satellite images Q2 extraction types)

ACTIVITIES EXPECTED OUTPUTS 2nd Quarter Accomplishments Cumulative Accomplishments REMARKS

Objective 2. ANALYSIS, VALIDATION AND DATA FINALIZATION 2.1.1 Organize ◦ 7,337 geo-tagged photos collected from ◦ 9,802 of 10,000 target geotagged photos ◦ The team was not geotagged photos from field visits in 23 municipalities: Alicia accomplished as of Q2 (98% of target). able to visit some Activity 2.1 the field (10,000 (307), (103), Burgos (207), barangays due to its Field data photos) (307), Cabatuan (297), Cauayan ◦ Fieldwork area coverage rate of 73% (27 inaccessibility. consolidated and (541), Cordon (154), (566), out of 37 municipalities visited), while organized (523), Luna (174), (602), area coverage rate is around 52% ◦ Field data gathering Quezon (535), Ramon (167), Roxas (104), (544 out of 1,055 barangays) as of Q2 and validation

ESSC: Isabela Land Cover Assessment 7 1 September to 30 November 2019 ACTIVITIES EXPECTED OUTPUTS 2nd Quarter Accomplishments Cumulative Accomplishments REMARKS San Isidro (280), San Manuel (115), San activities is expected Mariano (874), Santa Maria (399), San to finish in December Mateo (374), San Pablo (301), Santo 2019, covering all the Tomas (449), Santiago City (131), and remaining (138) municipalities and barangays in the ◦ Additional data collected from areas province of Isabela. previously visited: Dinapigue (101) and Palanan (54); 2.1.2 Prepare training ◦ Additional 4,301 training polygons were ◦ 10,900 of 7,000 target training polygons polygons (7,000 prepared prepared as of Q2, exceeding target by 55%. polygons) 2.2.1 Interpret and ◦ 50 images interpreted and analyzed ◦ 183 analyzed images resulted in generation analyze satellite images based on training datasets from Google of 2nd version of land cover dataset (Annex 5 Activity 2.2 for land cover street view, forest maps from DENR – Isabela Land Cover Map, 2nd draft) Satellite images classification PAMB-NSMNP and geotagged photos interpreted/class collected from fieldwork activities ified and 2.2.2 Involve local ◦ Planned for next quarters analyzed stakeholders in field - na - data gathering and verification Activity 2.3 2.2.2 Conduct iterations ◦ 2 iterations conducted ◦ 5 of 10 target iterations conducted (50% of Training data (10 iterations) target) improved

ESSC: Isabela Land Cover Assessment 8 1 September to 30 November 2019 ACTIVITIES EXPECTED OUTPUTS 2nd Quarter Accomplishments Cumulative Accomplishments REMARKS 2.2.3 Compose maps ◦ 2 maps composed for the 2nd Quarter ◦ 4 maps composed in support of the 1st Activity 2.4 Technical Report Quarter Technical Report (Annexes 1 – 4) Land Cover derived and map ◦ 2 maps composed for the 2nd Quarter composed Technical Report (Annexes 4 – 5)

ACTIVITIES EXPECTED OUTPUTS 1st Quarter Accomplishments Cumulative Accomplishments REMARKS

Objective 3. KNOWLEDGE GENERATION AND METHOD DOCUMENTATION 3.1.1 Prepare land ◦ 2nd version of land cover dataset ◦ 2nd version of land cover dataset prepared cover dataset prepared based on existing forest as of Q2 cover data and geotagged photos Activity 3.1 collected from field visits as part of ◦ 2nd version of land cover dataset prepared GIS dataset prepared ER1 as of Q2 3.1.2 Delineate upland COMPLETED ◦ Upland areas of Isabela Province delineated areas using a 10x10m DEM data 3.2.1 Layout and print ◦ 2nd draft of land cover map Isabela Land Cover Map, 2nd draft draft maps (4 drafts, 1 designed and printed for 2nd quarter (Annex 5) Activity 3.2 final) report Maps printed 3.2.2 Print final maps ◦ Planned for next quarters - na - (10 copies)

ESSC: Isabela Land Cover Assessment 9 1 September to 30 November 2019 ACTIVITIES EXPECTED OUTPUTS 1st Quarter Accomplishments Cumulative Accomplishments REMARKS 3.3.1 Geomatics team ◦ 2 meetings involving all team meetings members conducted (start of ◦ 6 meetings involving all team members September and end of October) conducted (start and end of each month). Bilateral meetings held in between to ◦ 3 meetings involving all ILCA coordinate activities and address emerging researchers conducted during the issues during the 1st quarter second round of field data gathering and validation (September, October Activity 3.3 and November). Meetings include RS/GIS classification workshops and field debriefing method and data sessions completion process

prepared ◦ 1 meeting involving all team members and CVPED staffs regarding about the anticipated collaboration between ESSC and ISU on the ILCA project

3.3.2 Write report ◦ Planned for next quarters - na -

3.4.1 Design web pages ◦ Planned for next quarters - na - Activity 3.4 Maps shared online 3.4.2 Upload maps and ◦ Planned for next quarters - na – method report

ESSC: Isabela Land Cover Assessment 10 1 September to 30 November 2019 EXPECTED ACTIVITIES 1st Quarter Accomplishments Cumulative Accomplishments REMARKS OUTPUTS

Objective 4. KNOWLEDGE SHARING & COLLABORATION COMPLETED ◦ ILCA project introduced during the 1st Unified PAMB Meeting, July 11 at Piazza 4.1.1 Conduct Zicarelli, Upi, Brgy. Gamu, Isabela inception meeting

to key stakeholders ◦ Project article featured in the ESSC website (Northern Sierra

Madre) at the ◦ Implemented agreed payments imposed on provincial level the project by the three Protected Area

Management Bureaus i.e. user fees,

Activity 4.1 entrance fees and other conservation

Inception meeting development fund charges

with local

stakeholders ◦ ILCA project was introduced to provincial

government and stakeholders during the

Save Sierra Madre Day, September 26 at

Balai Compound, Provincial Capitol, Ilagan

City, Isabela (Annex 6 – Inception Report on

Save Sierra Madre Stakeholders’ Meeting

and MOA Signing with PGI)

◦ MOA was formalized between ESSC and

Provincial Government of Isabela (PGI) to

jointly undertake the presentation and

dissemination of the land mapping initiatives

in the Province of Isabela (Annex 7 – Sangguniang Panlalawigan Resolution No.

ESSC: Isabela Land Cover Assessment 11 1 September to 30 November 2019 EXPECTED ACTIVITIES 1st Quarter Accomplishments Cumulative Accomplishments REMARKS OUTPUTS 441 and Signed Memorandum of Agreement with the Provincial Government of Isabela)

Activity 4.2 4.2.1 Conduct GIS ◦ Planned for next quarters Training of local training to Forest partners in the use of Foundation - na - updated land cover partners in Isabela data in a GIS and environs 4.3.1 Conduct ◦ Planned for next quarters Activity 4.3 forum to present Presentation of outputs and - na - outputs to possibilities to stakeholders stakeholders Two (2) units of COMPLETED 2 units of field laptop computers procured (1 Equipment field laptop for project manager and 1 for geomatics computers associate)

ESSC: Isabela Land Cover Assessment 12 1 September to 30 November 2019 Issues and concerns encountered

1.) Extended field data gathering and validation activities: The team’s visits to selected municipalities and cities in the province were delayed due to circumstances in the field. On the other hand, some local government units have asked to provide any endorsement document from the provincial office in conducting the land cover assessment. The team, however, wasn’t able to forward such authorization from the provincial government as the process of finalizing the Memorandum of Agreement with them coincided with the schedule of the 2nd round fieldwork activities. Overall, the team needed to postpone some of its activities and reschedule their visit beyond the allotted days. The researchers have also been made aware of this since their initial contract of engagement expires before resuming to cover all the remaining areas. Given this circumstance, the team will try to draft a new contract that will provide opportunity for the researchers to accomplish all the remaining areas while for the team to simultaneously conduct its initial validation among stakeholders in the succeeding quarter.

2.) Limited access to LGU data: Most of the data collected from the field visits with key stakeholders and collaborators particularly the local government units were selected administrative boundary maps that might seem to be limited in capturing the historical land cover situation of such area. Request to access documents relating to development plans (e.g. CLUPs, FLUPs and even socio-ecological profiles) were, for most cases, denied due to the premature nature of the data where it is currently on process for review and approval of their respective administration. To ensure the accuracy of processing each of the LGU maps for this project, the team has resorted in encouraging the stakeholders to at least provide any existing documents that might help the team in contextualizing the current topography and land cover situation of their areas (e.g. cadastral map surveys and area assessment reports).

3.) Irregular cropping schedule of selected fallow crops: Initial output maps have shown the low predictability of accurately capturing identified annual crops such as cassava, banana and other vegetables. The recent evaluation of the drafted maps might suggest that the location of these harvests is valid, yet the reliability of its yearly existence within the set geographic area is highly questionable. The reason for this is due to the fact that there were no available supporting documents that prove the high amount and concentration of these crops in such areas (e.g. records on plantation and farm establishments). The team will try to request data from the provincial office in order to further verify and resolve this issue.

Plans for the 3rd quarter

Objective 1 • Signing of MOA with ISU through CVPED and CFEM to jointly undertake assist the conduct of the Isabela Land Cover Assessment Project in the province by providing technical support, guidance, inputs and participating in the GIS Training Workshop (1.2.1) • Conduct field visits in remaining Isabela cities/municipalities that were initially postponed (1.2.1 – 1.2.2).

ESSC: Isabela Land Cover Assessment 13 1 September to 30 November 2019 • Training of ISU-GIS researchers that will assist in verifying and validating post- processed output maps (1.2.1 – 1.2.2) • Acquire and pre-process additional raw satellite images for the remaining areas to be visited, and apply the Sen2Agri method to images identified as useable for feature extraction (1.3.1 – 1.4.2)

Objective 2 • Complete collection of target geo-tagged photos from field visits to further enhance training data and polygons (2.1.1 – 2.1.2) • Post validation process of training data for improving the output maps with the assistance from ISU-GIS researchers (2.1.1 – 2.1.2) • Interpret and analyze satellite images for land cover classification (2.2.1) • Conduct iterations to improve training data (2.3.1) • Compose 3rd draft land cover maps based on new information gathered from various sources including those from local collaborators (2.4.1)

Objective 3 • Update existing land cover dataset based on enhanced training data (3.1.1) • Layout & print 3rd draft maps (3.2.1) • Conduct Geomatics team coordination meetings together with the ISU-GIS researchers who will be part of the ILCA team (3.3.1)

Objective 4 • Organize and plan with the Provincial Government of Isabela through the Provincial Planning Development Coordination and Provincial Environment and Natural Resources Office on the upcoming multi-stakeholder validation sessions (4.1.1.) • Publish a special feature article or report on ESSC website regarding updates on ILCA mapping initiatives (4.1.1.)

Other Forest Conservation Initiatives

ESSC is implementing two parallel initiatives that support ILCA objectives:

LUCID is a five-year research and training project that started in 2016 in collaboration with Belgian universities. The project aims to understand social justice implications of land use change, with focus on high-yield variety corn agriculture. It investigates the dynamics of farmer-level decision making in the context of local opportunities and threats in corn cultivation. Isabela, as one of the top three corn-producing provinces, is one of the project sites, along with Cagayan and Bukidnon. LUCID supports ILCA through providing deeper insights on the role of corn agriculture in driving forest cover change in the province.

ALARM-GAUP is a project of ESSC and Forest Foundation to update the land cover dataset for Bukidnon and adjacent areas of interest to Forest Foundation partners, and in the process analyze the drivers of forest cover change in Northern Pantaron Range, and enhance capacities of local communities and stakeholders in protecting and regenerating remaining natural forests. ILCA is in a sense an archetype of ALARM- GAUP since the latter’s assessment methodology informed the design of the former.

ESSC: Isabela Land Cover Assessment 14 1 September to 30 November 2019 Annex 1. Inventory List of Forest Cover Data of Northern Sierra Madre Natural Park and other Protected Areas in the Province of Isabela (as of November 30, 2019)

AREA NAME OF DOCUMENT FILE TYPE YEAR PUBLISHED AUTHOR / SOURCE Baseline Assessment: Historical Forect Cover Change and Activity Data Analysis (2003 - 2010) in NSMNP USAID ; DENR DENR/B+WISER Program Sites PDF 2018 NSMNP Vegetation Map of Northern Sierra Madre GTiff 1998 NORDECO NSMNP Forest Cover Change (2003-2010) Map of North Sierra Madre Natural Park JPEG 2018 DENR-PAMB: NSMNP NSMNP Ecosystem Map of North Sierra Madre Natural Park GTiff 2018 DENR-PAMB: NSMNP NSMNP Map Showing Hotspot Areas in North Sierra Madre Natural Park JPEG 2018 DENR-PAMB: NSMNP NSMNP High Conservation Value Area Map of North Sierra Madre Natural Park JPEG 2018 DENR-PAMB: NSMNP NSMNP Threats Analysis Map of North Sierra Madre Natural Park JPEG 2018 DENR-PAMB: NSMNP The Social Dynamics of Gerhard van den Top (Author); NSMNP Deforestation in the Philippines PDF 2010 NORDIC INSTITUTE OF ASIAN NSMNP Ecological Assessment Results of NSMNP (Contract Completion Report) PDF 2018 USAID ; MABUWAYA FOUNDATION NSMNP Biodiversity Map JPEG 2019 USAID ; MABUWAYA FOUNDATION NSMNP Map Showing Forest Types in NSMNP JPEG 2019 USAID ; MABUWAYA FOUNDATION Annex 2. Inventory List of LGU Administrative, Protected Area Boundary and other geospatial-related Maps in the Province of Isabela (as of November 30, 2019)

AREA NAME OF DOCUMENT FILE TYPE YEAR PUBLISHED AUTHOR / SOURCE ISABELA Legislative Map (Administrative Boundary) GTiff 2019 PENRO ISABELA NSMNP (Protected Areas Boundary) SHP DENR-BMB ISABELA Accomplishment Reports and Municipal Farmers Congress Reports PDFs 2015-2018 PENRO ISABELA Location Map of North Sierra Madre Natural Park JPEG 2018 DENR-PAMB: NSMNP ISABELA Land Classification Map of North Sierra Madre Natural Park JPEG 2018 DENR-PAMB: NSMNP ISABELA Administrative Map of North Sierra Madre Natural Park JPEG 2018 DENR-PAMB: NSMNP ISABELA Elevation Map of North Sierra Madre Natural Park JPEG 2018 DENR-PAMB: NSMNP ISABELA Slope Map of North Sierra Madre Natural Park JPEG 2018 DENR-PAMB: NSMNP ISABELA Land Cover Map of North Sierra Madre Natural Park JPEG 2018 DENR-PAMB: NSMNP ISABELA Map Showing Major Land Uses in North Sierra Madre Natural Park JPEG 2018 DENR-PAMB: NSMNP ISABELA Climate Map of North Sierra Madre Natural Park JPEG 2018 DENR-PAMB: NSMNP ISABELA Map of Major River System in North Sierra Madre Natural Park JPEG 2018 DENR-PAMB: NSMNP ISABELA Soil Map of North Sierra Madre Natural Park JPEG 2018 DENR-PAMB: NSMNP ISABELA Management Zone Map of North Sierra Madre Natural Park JPEG 2018 DENR-PAMB: NSMNP ISABELA Map Showing Flood Hazard Areas in North Sierra Madre Natural Park JPEG 2018 DENR-PAMB: NSMNP ISABELA Map Showing Landslide Hazard Areas in North Sierra Madre Natural Park JPEG 2018 DENR-PAMB: NSMNP DIVILACAN Existing Urban Land Use Map JPEG 2018 LGU-MPDO DIVILACAN General Land Use Map JPEG 2018 LGU-MPDO MACONACON Farmer's Profile - Irrigated and Rainfed XLS 2019 LGU-MPDO MACONACON Road Network Map JPEG 2018 LGU-MPDO MACONACON Cadastral Map JPEG n.d. LGU-MPDO MACONACON Municipal Profile DOCX 2018 LGU-MPDO MACONACON Administrative Boundary Map JPEG 2018 LGU-MPDO MACONACON Structure and Concept Map JPEG 2018 LGU-MPDO DINAPIGUE Administrative Map GTiff 2018 LGU-MPDO PALANAN Barangay Boundary Map (Administrative Map) SHP 2019 LGU-MPDO PALANAN Flood Hazard Area per Barangay SHP 2018 LGU-MPDO PALANAN Landslide Prone Area per Barangay SHP 2018 LGU-MPDO PALANAN Map Showing Flood Hazard Areas JPEG 2018 LGU-MPDO PALANAN Map Showing Landslide Prone Areas JPEG 2018 LGU-MPDO PALANAN Erosion Hazard Map JPEG 2018 LGU-MPDO PALANAN Land Cover Map JPEG 2018 LGU-MPDO PALANAN Mineral Resources Map JPEG 2018 LGU-MPDO PALANAN River Map JPEG 2018 LGU-MPDO PALANAN Road Network Map JPEG 2018 LGU-MPDO PALANAN Social Service Map JPEG 2018 LGU-MPDO PALANAN Household Map JPEG 2018 LGU-MPDO PALANAN Soil Map JPEG 2018 LGU-MPDO PALANAN Utilities - Facilities Map JPEG 2018 LGU-MPDO PALANAN Municipal Profile DOCX 2018 LGU-MPDO ILAGAN Allocation Map JPEG n.d. LGU-MPDO ILAGAN Barangay Captains List PDF 2018 LGU-MPDO ILAGAN Administrative Boundary Map GTiff 2018 LGU-MPDO ILAGAN River / Creek System Map JPEG 2018 LGU-MPDO CABAGAN Agricultural Profile TEXT 2018 LGU-MPDO CABAGAN Administrative Map JPEG 2018 LGU-MPDO CABAGAN Agricultural Profile TEXT 2018 LGU-MPDO CABAGAN Comprehensive Land Use Plan (2018-2027) Proposed Attribute Table TABLE 2018 LGU-MPDO CABAGAN Existing General Land Use Map JPEG 2018 LGU-MPDO CABAGAN Existing Urban Land Use Map JPEG 2018 LGU-MPDO CABAGAN Barangay Road Maps JPEG 2018 LGU-MPDO CABAGAN Proposed General Zoning Map JPEG 2018 LGU-MPDO CABAGAN Topographic Map JPEG 2018 LGU-MPDO CABAGAN Road Network Map JPEG 2018 LGU-MPDO SAN MARIANO Administrative Map GTiff 2018 LGU-MPDO SAN MARIANO Soil Map JPEG 2018 LGU-MPDO SAN MARIANO Road Network Map JPEG 2018 LGU-MPDO SAN MARIANO Forest Cover / Land Area Distribution PDF 2018 LGU-MPDO SAN MARIANO Barangay Land Cover TABLE 2018 LGU-MPDO SAN MARIANO River / Creek System Map JPEG 2018 LGU-MPDO SAN PABLO Administrative Map JPEG 2018 LGU-MPDO SAN PABLO Allocation Map JPEG 2018 LGU-MPDO SAN PABLO Drainage Map JPEG 2018 LGU-MPDO SAN PABLO Elevation Map JPEG 2018 LGU-MPDO SAN PABLO Envision Map JPEG 2018 LGU-MPDO SAN PABLO Forest Fire Map JPEG 2018 LGU-MPDO SAN PABLO Hazard Flood Map JPEG 2018 LGU-MPDO SAN PABLO Hazard Landslide Map JPEG 2018 LGU-MPDO SAN PABLO Hotspot Map JPEG 2018 LGU-MPDO SAN PABLO Landclass Map JPEG 2018 LGU-MPDO SAN PABLO Land Cover 2003 Map JPEG 2018 LGU-MPDO SAN PABLO Land Cover 2010 Map JPEG 2018 LGU-MPDO SAN PABLO Location Map JPEG 2018 LGU-MPDO SAN PABLO Open Access Map JPEG 2018 LGU-MPDO SAN PABLO Open Forest Within Production Forest Map JPEG 2018 LGU-MPDO SAN PABLO Production & Protection Forest Map JPEG 2018 LGU-MPDO SAN PABLO Settlement Map JPEG 2018 LGU-MPDO SAN PABLO Slope Map JPEG 2018 LGU-MPDO SAN PABLO Sub-watershed Map JPEG 2018 LGU-MPDO SAN PABLO Tenure Map JPEG 2018 LGU-MPDO CORDON Barangay Captains List PDF 2018 LGU-MPDO CORDON Road Network Map JPEG 2018 LGU-MPDO CORDON Administrative Map JPEG 2018 LGU-MPDO ALICIA Administrative Map JPEG 2018 LGU-MPDO SANTA MARIA Barangay Boundary Map JPEG 2018 LGU-MPDO TUMAUINI Watershed Forest Reserve Map JPEG 2018 LGU-MPDO TUMAUINI Barangay Boundary Map GTiff 2018 LGU-MPDO TUMAUINI Forest Map JPEG 2018 LGU-MPDO TUMAUINI Slope Map JPEG 2018 LGU-MPDO TUMAUINI Topography Map JPEG 2018 LGU-MPDO TUMAUINI Soil Map JPEG 2018 LGU-MPDO TUMAUINI Land Classification Map JPEG 2018 LGU-MPDO TUMAUINI Tumauini Protected Area JPEG 2018 LGU-MPDO RAMON Political Map (Administrative Boundary) JPEG 2018 LGU-MPDO RAMON Soil Map JPEG 2018 LGU-MPDO RAMON Road Network Map JPEG 2018 LGU-MPDO SAN ISIDRO Political Map (Administrative Boundary) JPEG 2018 LGU-MPDO SAN ISIDRO Base Map JPEG 2018 LGU-MPDO SAN ISIDRO Climate Map JPEG 2018 LGU-MPDO SAN ISIDRO Contour/Elevation Map JPEG 2018 LGU-MPDO SAN ISIDRO Slope Map JPEG 2018 LGU-MPDO SAN ISIDRO Soil Type Map JPEG 2018 LGU-MPDO SAN ISIDRO Land Capability Map JPEG 2018 LGU-MPDO SAN ISIDRO Land Classification Map JPEG 2018 LGU-MPDO SAN ISIDRO Geologic Map JPEG 2018 LGU-MPDO SAN ISIDRO Flood Susceptibility Map JPEG 2018 LGU-MPDO SAN ISIDRO Soil Erosion Map JPEG 2018 LGU-MPDO SAN ISIDRO Rain-Induced Landslide Map JPEG 2018 LGU-MPDO SAN ISIDRO Urban Use Flood Exposure Map JPEG 2018 LGU-MPDO SAN ISIDRO Natural Resource Based Production Areas Flood Exposure Map JPEG 2018 LGU-MPDO SAN ISIDRO Lifeline Utilities Flood Exposure Map JPEG 2018 LGU-MPDO SAN ISIDRO Urban Use Rain-Induced Landslide Exposure Map JPEG 2018 LGU-MPDO SAN ISIDRO Critical Facilities Rain-Induced Landslide Exposure Map JPEG 2018 LGU-MPDO SAN ISIDRO Lifeline Utilities Rain-Induced Landslide Exposure Map JPEG 2018 LGU-MPDO SAN ISIDRO Natural Resource Based Production Areas Rain-Induced Landslide Exposure Map JPEG 2018 LGU-MPDO SAN ISIDRO Barangay Road Network Attribute Table TABLE 2018 LGU-MPDO SANTO TOMAS Barangay Boundary Map JPEG 2018 LGU-MPDO SANTO TOMAS Barangay Road Network Attribute Table TABLE 2018 LGU-MPDO SANTO TOMAS Slope Map JPEG 2018 LGU-MPDO SANTO TOMAS Topography Map JPEG 2018 LGU-MPDO SANTO TOMAS Soil Map JPEG 2018 LGU-MPDO QUEZON Existing Urban Land Use Map JPEG 2018 LGU-MPDO QUEZON Road Network Map JPEG 2018 LGU-MPDO MALLIG Road Network Map JPEG 2018 LGU-MPDO ROXAS Barangay Captains List PDF 2018 LGU-MPDO ROXAS Road Network Map JPEG 2018 LGU-MPDO ROXAS Existing Land Use Map JPEG 2018 LGU-MPDO DELFIN ALBANO Administrative Map JPEG 2018 LGU-MPDO DELFIN ALBANO Agriculture Map JPEG 2018 LGU-MPDO DELFIN ALBANO Base Map JPEG 2018 LGU-MPDO DELFIN ALBANO Concept Structure Plan Map JPEG 2018 LGU-MPDO DELFIN ALBANO Drainage Map JPEG 2018 LGU-MPDO DELFIN ALBANO Elevation Map JPEG 2018 LGU-MPDO DELFIN ALBANO Existing Land Use Map JPEG 2018 LGU-MPDO DELFIN ALBANO Flood Hazard Map JPEG 2018 LGU-MPDO DELFIN ALBANO Forest Map JPEG 2018 LGU-MPDO DELFIN ALBANO General Existing Land Use Map JPEG 2018 LGU-MPDO DELFIN ALBANO Proposed General Land Use Map JPEG 2018 LGU-MPDO DELFIN ALBANO Proposed General Zoning Map JPEG 2018 LGU-MPDO DELFIN ALBANO Industrial Activity Map JPEG 2018 LGU-MPDO DELFIN ALBANO Infrastructure Map JPEG 2018 LGU-MPDO DELFIN ALBANO Land Classification Map JPEG 2018 LGU-MPDO DELFIN ALBANO Landslide Hazard Map JPEG 2018 LGU-MPDO DELFIN ALBANO Location Map JPEG 2018 LGU-MPDO DELFIN ALBANO National Greening Program Map JPEG 2018 LGU-MPDO DELFIN ALBANO Population Density Map JPEG 2018 LGU-MPDO DELFIN ALBANO Power Supply Map JPEG 2018 LGU-MPDO DELFIN ALBANO Public Market Map JPEG 2018 LGU-MPDO DELFIN ALBANO Road Network Map JPEG 2018 LGU-MPDO DELFIN ALBANO Resort Map JPEG 2018 LGU-MPDO DELFIN ALBANO Slope Map JPEG 2018 LGU-MPDO DELFIN ALBANO Soil Map JPEG 2018 LGU-MPDO DELFIN ALBANO Subwatershed Map JPEG 2018 LGU-MPDO DELFIN ALBANO Small Water Impounding Projects Map JPEG 2018 LGU-MPDO DELFIN ALBANO Telecommunications Map JPEG 2018 LGU-MPDO DELFIN ALBANO Tourist Attraction Map JPEG 2018 LGU-MPDO DELFIN ALBANO Transportation Map JPEG 2018 LGU-MPDO DELFIN ALBANO Water Facility Map JPEG 2018 LGU-MPDO DELFIN ALBANO Barangay Land Use Maps JPEG 2018 LGU-MPDO DELFIN ALBANO Barangay Land Use Attribute Table TXT 2018 LGU-MPDO CAUAYAN Hazard Maps JPEG 2018 LGU-CPDO CAUAYAN Barangay Territorial Boundary Map JPEG 2018 LGU-CPDO CAUAYAN Climate Map JPEG 2018 LGU-CPDO CAUAYAN Communication Map JPEG 2018 LGU-CPDO CAUAYAN Concept Structure Map JPEG 2018 LGU-CPDO CAUAYAN Elevation Map JPEG 2018 LGU-CPDO CAUAYAN Flood Hazard Map JPEG 2018 LGU-CPDO CAUAYAN FLUP JPEG 2018 LGU-CPDO CAUAYAN Health Facilities Map JPEG 2018 LGU-CPDO CAUAYAN Heritage Map JPEG 2018 LGU-CPDO CAUAYAN Housing Map JPEG 2018 LGU-CPDO CAUAYAN Irrigation Canal Map JPEG 2018 LGU-CPDO CAUAYAN Population Density Map JPEG 2018 LGU-CPDO CAUAYAN Power Distribution Map JPEG 2018 LGU-CPDO CAUAYAN Proposed General Land Use Map JPEG 2019 LGU-CPDO CAUAYAN Proposed General Zoning Map JPEG 2019 LGU-CPDO CAUAYAN Proposed General Metro Urban Land Use Map JPEG 2018 LGU-CPDO CAUAYAN Protection Agriculture Map JPEG 2018 LGU-CPDO CAUAYAN Protective and Safety Services Map JPEG 2018 LGU-CPDO CAUAYAN Road Network Map JPEG 2018 LGU-CPDO CAUAYAN Strategic Agricultural and Fisheries Development Zone Map JPEG 2018 LGU-CPDO CAUAYAN Transportation Map JPEG 2018 LGU-CPDO CAUAYAN Waste Management Map JPEG 2018 LGU-CPDO CAUAYAN Water System Map JPEG 2018 LGU-CPDO CAUAYAN Topographic Map JPEG 2018 LGU-CPDO CAUAYAN Slope Map JPEG 2018 LGU-CPDO CAUAYAN Social Welfare Facilities Map JPEG 2018 LGU-CPDO SAN MANUEL Political Map JPEG 2018 LGU-MPDO SAN MANUEL Erosion Map JPEG 2018 LGU-MPDO SAN MANUEL Land Classification Map JPEG 2018 LGU-MPDO SAN MANUEL Slope Map JPEG 2018 LGU-MPDO SAN MANUEL Soil Map JPEG 2018 LGU-MPDO SAN MANUEL Climate Map JPEG 2018 LGU-MPDO BURGOS Existing General Land Use Map JPEG 2019 LGU-MPDO LUNA Cadastral Map JPEG 2012 A.C. Tiban Surveying Office LUNA Administrative Map JPEG 2018 LGU-MPDO LUNA Physical Features Map JPEG 2018 LGU-MPDO LUNA Topogaphic Map JPEG 2018 LGU-MPDO LUNA Slope Map JPEG 2018 LGU-MPDO LUNA Soil Map JPEG 2018 LGU-MPDO LUNA Flood Hazard Map JPEG 2018 LGU-MPDO LUNA Climate Map JPEG 2018 LGU-MPDO AURORA Existing General Land Use Map JPEG 2018 LGU-MPDO AURORA Roads and Bridges Map JPEG 2018 LGU-MPDO AURORA Existing Urban Land Use Map JPEG 2018 LGU-MPDO REINA MERCEDES Administrative Map JPEG 2018 LGU-MPDO Road Map JPEG 2018 LGU-MPDO BENITO SOLIVEN Land Classification Map JPEG 2018 LGU-MPDO BENITO SOLIVEN Soil Map JPEG 2018 LGU-MPDO BENITO SOLIVEN Rain-Induced Landslide-Hazard Map JPEG 2018 LGU-MPDO BENITO SOLIVEN Flood Hazard Map JPEG 2018 LGU-MPDO BENITO SOLIVEN Proposed Urban Land Use Map JPEG 2018 LGU-MPDO BENITO SOLIVEN Proposed Land Use Map JPEG 2018 LGU-MPDO SAN MATEO Administrative Map JPEG 2018 LGU-MPDO