- Land Use and Ecosystem Services
- Flood Risk Assessment and Management
- Conservation, Biodiversity, and Resource Management
- Hydrology and Watershed Management Studies
- Ecology and Vegetation Dynamics Studies
- Remote Sensing and LiDAR Applications
- Species Distribution and Climate Change
- Climate change impacts on agriculture
- Remote Sensing in Agriculture
- Precipitation Measurement and Analysis
- Oil Palm Production and Sustainability
- Wildlife Ecology and Conservation
- Groundwater and Watershed Analysis
- Wildlife-Road Interactions and Conservation
- Q Methodology Applications
- Forest ecology and management
- Agricultural and Environmental Management
- Heavy Metals in Plants
- Water Quality Monitoring Technologies
- Clay minerals and soil interactions
- Radio Wave Propagation Studies
- Plant and animal studies
- Water Systems and Optimization
- Sustainable Development and Environmental Policy
- Hydrological Forecasting Using AI
University of the Philippines Los Baños
2009-2025
University of the Philippines System
2020
University of Puerto Rico at Carolina
2016
Kyoto University
2009
Balancing human activities and ecosystem health is critical amid increasing biodiversity concerns. This study explores the relationship between food provision habitat quality in bioproduction systems Philippines, focusing on Pagsanjan-Lumban Watershed (PLW) Baroro (BW). Using TerrSet Land Change Modeler for LULC projections, InVEST model assessment, statistical analysis of disaggregated crop production data, this evaluates synergies trade-offs conservation. The findings reveal that...
Cloud-based remote sensing has spurred the use of techniques to improve mapping accuracy where individual images may have lower quality, especially in areas with complex terrain or high cloud cover. This study investigates influence image compositing and multisource data fusion on multitemporal land cover Pagsanjan-Lumban Baroro Watersheds Philippines. Ten random forest models for each site were used, all using a unique combination more than 100 different input features. These features fall...
Metallophytes are group of plants that can thrive on metal-rich substrate. These have potential in various green technologies. However, it is a must to first identify absorb heavy metals and tolerate the high concentration their tissues. This study assessed ability thriving Cu-Au mined areas uptake copper (Cu), arsenic (As). The Cu As content dried leaves, root tissues soils were quantified using Atomic Absorption Spectrophotometer (AAS), bioaccumulation coefficient (BAC) computed. Three...
The mangroves in Santo Angel the municipality of Calauag, Quezon Province Philippines, provide a wide array ecological services that range from provisioning resources and habitat to various floral faunal species regulating including coastal protection. Coastal protection is needed by local community as susceptible typhoons storm surges. However, mangrove’s ability defense has considerably declined past decades due overexploitation. Using double-bounded dichotomous choice contingent valuation...
Carbon sequestration is one of the most important forest ecosystem functions that has been recognized globally but dynamics are highly influenced by alteration cover. Given different development thrusts in Laguna province, estimation and monitoring carbon storage become an activity. This study aims to estimate stock Silang-Santa Rosa Pagsanjan-Lumban watersheds explore possible changes as effect land use changes. Sentinel-2 Landsat 5 satellite images covering time periods were classified...
Ecologically Valuable Areas play an important role in providing ecosystem services, however, human activities such as land conversion and urban sprawl pose pressures threats to these areas. The study assessed the use/land cover Mount Makiling Forest Reserve (MMFR) Watersheds Buffer Zone from 1992 2015 using remote sensing Geographic Information System (GIS). Results showed that use/cover within MMFR buffer zone has changed with built-up areas increasing by 117% despite Proclamation 1257, s....
Abstract Watersheds and other related ecosystems have played a significant role in providing various functions that are vital to society. However, due the increasing problems on climate change, these watersheds now subjected several environmental hazards posing many concerns affect its management sustainability. Thus, it is imperative determine vulnerable regions landscapes identify priority areas may require immediate intervention. This paper aims vulnerability of using geospatial-based...
This study determined the potential effects of present and future climates on geographical distribution Shorea palosapis (Blanco) Merr. polysperma Merr in Northern Sierra Madre Natural Park (NSMNP) using Maximum Entropy model. A total seven models were generated for each species: one Climatic-Only model, four Partial (combination variable groups with climatic variables), Full model (used 30 original Final 18 uncorrelated variables after a series reduction methods). The models’ relative...
Abstract. Tabora JAG, Ancog RC, Sanchez PAJ, Arboleda MDM, Lit IL Jr, Tiburan CL Jr. 2023. The last stand of a watershed forest in Southern Philippines: case study land cover and biodiversity. Biodiversitas 24: 1438-1449. Land Use Cover (LULC) maps using remote sensing technology became popular due to their contribution spatial information useful for threat determination, biodiversity conservation, landscape management. Our area interest this paper is the southern Philippines with no...
Litsea leytensis Merr. is an endemic and premium hardwood species in the Philippines used for wood carving. It a threatened that survival wild impossible with persistent causal factors. The study estimated probability of occurrence Laguna Quezon based on local knowledge, published records distribution, environmental variables using Maximum Entropy (MaxEnt) model. Six pre-models were generated: one climatic model, four partial models variable groups combined variables, full model 31 original...
Following the international protocol for establishment of permanent plots, a two-hectare biodiversity monitoring area (PBMA) was established inside Makiling Forest Reserve. Results intensive 100% inventory revealed that PBMA holds tremendous tree diversity. A total 155 species were identified. Of these, 148 are indigenous to Philippines with 47 endemics (30% endemism). The most abundant native in is Magabuyo (Celtis luzonica) 2,287 individuals, followed by Balobo (Diplodiscus paniculatus) ,...
The study analyzed the raindrop size distribution (DSD) measured by an optical Parsivel disdrometer in Southern Luzon, Philippines and utilized it to generate dual-pol relations for nearby Tagaytay radar.The were generated using two methods (Method 1 -gamma-based Method 2 -linear fitting), four timeintegration steps (1-, 2-, 5-, 10-min) datasets from periods (wet season single event).The resulting quantitative precipitation estimates (QPEs) calculated R(Z) compared rain gauge stations near...
Mangrove forests are crucial biologically-productive ecosystems facing global loss and widespread degradation. The Philippines is one of the top countries with most significant mangrove fragmentation rates, contributed by worsening catastrophic typhoons. This paper was conducted to assess post-disaster recovery forest in Matalom Maasin City Leyte Island, Philippines, after Super Typhoon Odette using Sentinel-2 imagery. Specifically, it aimed utilize synergy vegetation indices, biophysical...
Habitat preservation, conservation, and protection of threatened species require careful site selection procedures. The presence several site-selection models encourages model assessments to determine their usefulness functionality for conservation purposes. Map are not conventionally conducted between understand the nature decision-making strategies prioritization. Therefore, objective this study was relationship a recently published model, Safe Zone with MaxEnt, representing Species...
Fire is a common threat to forests in our country. It usually uncontrolled and consumes the natural fuels of forest, affecting both vegetation soil. In Philippines, forest fires are mostly frequent regions with naturally occurring that highly susceptible fire, one them Cordillera Administrative Region. This study was conducted [1] determine fire occurrences Benguet province, [2] generate hazard maps using three indices [structural index (SFI), risk (FRI), hybrid (HFI)], [3] recommend...
Mining is widely regarded as a key driver of land use and cover changes, especially in watersheds where it operates. However, when conducted responsibly, mining can also contribute to landscape conservation protection. This study analyzed changes within tenements from 2000 2020 using combination supervised unsupervised satellite image classification techniques. Results indicated that water bodies, croplands, forestlands decreased by 5.87%, 84.95%, 4.08%, respectively, while built-up areas...
The condition of a watershed is vital to its provision goods and services. Unfortunately, in the Philippines, lot watersheds are degraded due various causes like deforestation mining. Restoration these areas has been initiated through reforestation, with limited information generated on impact such practice overall tree diversity area. As such, study was conducted at La Mesa Watershed (LMW), situated near an urban area, determine reforestation diversity. Data were field inventory trees...
This study investigates the integration of assisted natural regeneration (ANR) and selective logging (SL) to guarantee a sustainable forest operation in Philippines using agent-based modeling. To assess sustainability light revenue from timber harvesting health terms total number trees, various simulations were run on theoretical modeled after Mount Makiling Forest Reserve Philippines. The findings simulation have shown that, even many years continuous use, performance SL healthy similar is...
The Philippine Department of Environment and Natural Resources has protocols for identifying landscapes conservation but lacks clear guidelines mapping areas interest. To augment the procedure, we explored using Multi-Criteria Overlay Raster Analysis that scores best available data from a watershed to identify potential Critical Habitat or Protected Areas. algorithm deducts wildlife habitation contribute conflicts, resulting in ‘safe zone’ conservation. framework is applied case study...
Root growth potential (RGP) is the plant’s capacity to grow new roots, an important trait for seedlings be used on any reforestation program. In Philippines, these kinds of programs often end up in failure, as low-quality are usually chosen due unfamiliarity with attributes that indicate good outplanting performance, narrow sources high-quality seeds, and lack a reliable quality assessment method. This study aimed determine RGP three native species – namely, bignai (Antidesma bunius),...
Abstract. Climate change is regarded as one of the most significant drivers biodiversity loss and altered forest ecosystems. This study aimed to model current species distribution two dipterocarp in Mount Makiling Forest Reserve well future under different climate emission scenarios global models. A machine-learning algorithm based on principle maximum entropy (Maxent) was used generate potential distributions – Shorea guiso Parashorea malaanonan. The occurrence records these sets...