Canopy cover estimation of agroforestry based on airborne LiDAR and Landsat 8 OLI

  • Abstract
  • Literature Map
  • Similar Papers
Abstract
Translate article icon Translate Article Star icon

Agroforestry/mixed gardens is a land management system that combines agricultural, livestock production with tree to obtain various products in a sustainable manner so as to increase social, economic and environmental benefits This system can be a form of mitigation and adaptation to global climate change, especially in areas with high population densities, but with less agricultural labor, such as in urban fringe area. Based on the formal definition of forests from the Indonesian Ministry of Environment and Forestry of Indonesia based on canopy cover, agroforestry might be considered as forest, whereas the canopy cover >30%. The research aim to estimate canopy cover base on integration of Lidar and Landsat 8 OLI of agroforestry in the Cidanau watershed. The most suitable equation model is an exponential equation (FRCI = 22.928e (-80.439 * 'RED')), however, some underestimation in high canopy cover ( >70%) and underestimation in low canopy cover (< 60%) should be anticipated. The result showed that agroforestry in some location have canopy cover greater than 30% and therefore it can be considered as a forest.

Similar Papers
  • Research Article
  • Cite Count Icon 56
  • 10.1016/j.foreco.2013.10.042
Breeding bird response to habitat and landscape factors across a gradient of savanna, woodland, and forest in the Missouri Ozarks
  • Nov 25, 2013
  • Forest Ecology and Management
  • Jennifer L Reidy + 2 more

Breeding bird response to habitat and landscape factors across a gradient of savanna, woodland, and forest in the Missouri Ozarks

  • Research Article
  • Cite Count Icon 60
  • 10.1016/0378-1127(89)90063-7
Interacting effects of soil acidity and canopy cover on the species composition of field-layer vegetation in oak/hornbeam forests
  • Aug 1, 1989
  • Forest Ecology and Management
  • Germund Tyler

Interacting effects of soil acidity and canopy cover on the species composition of field-layer vegetation in oak/hornbeam forests

  • PDF Download Icon
  • Research Article
  • Cite Count Icon 6
  • 10.3390/f11060682
Quantification of Lichen Cover and Biomass Using Field Data, Airborne Laser Scanning and High Spatial Resolution Optical Data—A Case Study from a Canadian Boreal Pine Forest
  • Jun 16, 2020
  • Forests
  • Ashley C Hillman + 1 more

Ground-dwelling macrolichens dominate the forest floor of mature upland pine stands in the boreal forest. Understanding patterns of lichen abundance, as well as environmental characteristics associated with lichen growth, is key to managing lichens as a forage resource for threatened woodland caribou (Rangifer tarandus caribou). The spectral signature of light-coloured lichen distinguishes it from green vegetation, potentially allowing for mapping of lichen abundance using multi-spectral imagery, while canopy structure measured from airborne laser scanning (ALS) of forest openings can indirectly map lichen habitat. Here, we test the use of high-resolution KOMPSAT (Korea Multi-Purpose Satellite-3) imagery (280 cm resolution) and forest structural characteristics derived from ALS to predict lichen biomass in an upland jack pine forest in Northeastern Alberta, Canada. We quantified in the field lichen abundance (cover and biomass) in mature jack pine stands across low, moderate, and high canopy cover. We then used generalized linear models to relate lichen abundance to spectral data from KOMPSAT and structural metrics from ALS. Model selection suggested that lichen abundance was best predicted by canopy cover (ALS points &gt; 1.37 m) and to a lesser extent blue spectral data from KOMPSAT. Lichen biomass was low at plots with high canopy cover (98.96 g/m2), while almost doubling for plots with low canopy cover (186.30 g/m2). Overall the model fit predicting lichen biomass was good (R2 c = 0.35), with maps predicting lichen biomass from spectral and structural data illustrating strong spatial variations. High-resolution mapping of ground lichen can provide information on lichen abundance that can be of value for management of forage resources for woodland caribou. We suggest that this approach could be used to map lichen biomass for other regions.

  • Research Article
  • Cite Count Icon 42
  • 10.1016/j.isprsjprs.2022.07.021
Comparing tree attributes derived from quantitative structure models based on drone and mobile laser scanning point clouds across varying canopy cover conditions
  • Aug 18, 2022
  • ISPRS Journal of Photogrammetry and Remote Sensing
  • Yangqian Qi + 3 more

Comparing tree attributes derived from quantitative structure models based on drone and mobile laser scanning point clouds across varying canopy cover conditions

  • Research Article
  • Cite Count Icon 41
  • 10.1007/s10841-008-9181-2
Ants on oaks: effects of forest structure on species composition
  • Sep 30, 2008
  • Journal of Insect Conservation
  • Matthias Dolek + 5 more

The ant fauna of oak forest canopies in Northern Bavaria was studied by canopy fogging on 45 trees in August 2000 and May 2001. The study focused on a comparison of several different forestry management practices resulting in several types of canopy cover. Forests surveyed were: (1) high forest (high canopy cover), (2) coppice with standards (low canopy cover), (3) forest pasture with mostly solitary trees (very low canopy cover) and (4) transitional forest from former coppice with standards to high forest (approaching high canopy cover). This comprised a full gradient of canopy coverage. On the 45 oak trees sampled, a total of 17 ant species were found. Species composition was dependent on the different forestry management practices. The total number of species and the number of species listed in the Red Data Books of both Germany and Bavaria were much higher in the forest pasture and the coppice with standards, as compared to the high forest. The transitional forest was at an intermediate level. The highest number of ant species was found in the forest pasture. This can be explained by the occurrence of species of open habitats and thermophilous species. In the coppice with standards, forest dwelling and arboricolous species dominated, whereas the high forest showed much lower frequencies of arboricolous species like Temnothorax corticalis, Dolichoderus quadripunctatus and Temnothorax affinis. A multivariate analysis revealed that canopy cover (measured as “shade”, in percentage intervals of canopy cover) was the best parameter for explaining species distribution and dataset variation, and to a lesser extent the amount of dead wood, canopy and trunk diameter. Thus ant fauna composition was mostly driven by structural differences associated to the different forestry management practices. Many ant species clearly preferred the more open and light forest stands of the coppice with standards as compared to the dense and shady high forest.

  • Research Article
  • Cite Count Icon 29
  • 10.1371/journal.pone.0073688
Slipping through the Cracks: Rubber Plantation Is Unsuitable Breeding Habitat for Frogs in Xishuangbanna, China
  • Sep 10, 2013
  • PLoS ONE
  • Jocelyn E Behm + 2 more

Conversion of tropical forests into agriculture may present a serious risk to amphibian diversity if amphibians are not able to use agricultural areas as habitat. Recently, in Xishuangbanna Prefecture, Yunnan Province – a hotspot of frog diversity within China – two-thirds of the native tropical rainforests have been converted into rubber plantation agriculture. We conducted surveys and experiments to quantify habitat use for breeding and non-breeding life history activities of the native frog species in rainforest, rubber plantation and other human impacted sites. Rubber plantation sites had the lowest species richness in our non-breeding habitat surveys and no species used rubber plantation sites as breeding habitat. The absence of breeding was likely not due to intrinsic properties of the rubber plantation pools, as our experiments indicated that rubber plantation pools were suitable for tadpole growth and development. Rather, the absence of breeding in the rubber plantation was likely due to a misalignment of breeding and non-breeding habitat preferences. Analyses of our breeding surveys showed that percent canopy cover over pools was the strongest environmental variable influencing breeding site selection, with species exhibiting preferences for pools under both high and low canopy cover. Although rubber plantation pools had high canopy cover, the only species that bred in high canopy cover sites used the rainforest for both non-breeding and breeding activities, completing their entire life cycle in the rainforest. Conversely, the species that did use the rubber plantation for non-breeding habitat preferred to breed in low canopy sites, also avoiding breeding in the rubber plantation. Rubber plantations are likely an intermediate habitat type that ‘slips through the cracks’ of species habitat preferences and is thus avoided for breeding. In summary, unlike the rainforests they replaced, rubber plantations alone may not be able to support frog populations.

  • Research Article
  • Cite Count Icon 80
  • 10.1029/2007gl031484
Effects of topography and woody plant canopy cover on near‐ground solar radiation: Relevant energy inputs for ecohydrology and hydropedology
  • Dec 1, 2007
  • Geophysical Research Letters
  • Chris B Zou + 2 more

The emerging interdisciplinary approaches of ecohydrology and hydropedology are sensitive to variation in soil‐surface energy inputs, which are primarily modified by topography and woody plant canopies. Yet a synthesis of the interactive effects of these two modification types is lacking. We systematically estimated near‐ground surface solar radiation inputs as modified by key attributes of topography (aspect and slope) and tree cover (degree of openness) using solar radiation modeling based on hemispherical photographs. For south aspects, reductions in annual transmission were dominated by canopy cover rather than topography, even when canopy cover was low, whereas for north aspects, canopy effects dominated the reduction in annual transmission for slopes of up to 10° at low canopy cover and up to 30° at high canopy cover. Our results provide a synthetic perspective of the nonlinear, interactive, and temporally dependent effects of slope, aspect, and amount of canopy cover on near‐ground solar radiation.

  • Research Article
  • Cite Count Icon 6
  • 10.1016/j.foreco.2022.120502
Effects of canopy cover on fruiting intensity and fruit removal of a tropical invasive weed
  • Sep 7, 2022
  • Forest Ecology and Management
  • Yukti V Taneja + 3 more

Effects of canopy cover on fruiting intensity and fruit removal of a tropical invasive weed

  • PDF Download Icon
  • Research Article
  • Cite Count Icon 8
  • 10.3390/fire2040052
A Classification of US Wildland Firefighter Entrapments Based on Coincident Fuels, Weather, and Topography
  • Oct 9, 2019
  • Fire
  • Wesley G Page + 3 more

Previous attempts to identify the environmental factors associated with firefighter entrapments in the United States have suggested that there are several common denominators. Despite the widespread acceptance of the assumed commonalities, few studies have quantified how often entrapments actually meet these criteria. An analysis of the environmental conditions at the times and locations of 166 firefighter entrapments involving 1202 people and 117 fatalities that occurred between 1981 and 2017 in the conterminous United States revealed some surprising results. Contrary to general assumptions, we found that at broad spatial scales firefighter entrapments happen under a wide range of environmental conditions, including during low fire danger and on flat terrain. A cluster-based analysis of the data suggested that entrapments group into four unique archetypes that typify the common environmental conditions: (1) low fire danger, (2) high fire danger and steep slopes, (3) high fire danger and low canopy cover, and (4) high fire danger and high canopy cover. There are at least three important implications from the results of this study; one, fire environment conditions do not need to be extreme or unusual for an entrapment to occur, two, the region and site specific context is important, and, three, non-environmental factors such as human behavior remain a critical but difficult to assess factor in wildland firefighter entrapment potential.

  • Research Article
  • Cite Count Icon 53
  • 10.1111/fwb.12578
Spatial variation in periphyton fatty acid composition in subtropical streams
  • Apr 23, 2015
  • Freshwater Biology
  • Fen Guo + 3 more

SummaryBenthic algae play an important role in many stream food webs, not only serving as a major carbon source but also influencing energy transfer as the primary source of polyunsaturated fatty acids (PUFA). Dietary deficiency inPUFAcan limit animal growth and reproduction. AlgalPUFAcontent can vary considerably in response to abiotic factors.We conducted a field investigation in streams in South‐East Queensland, Australia, to identify environmental factors affecting the fatty acid composition of periphyton.Riparian canopy cover andNOx‐Nconcentrations explained most of the observed variation in periphyton fatty acid profiles.NOx‐Nconcentrations showed negative relationships with most saturated fatty acids (SAFA), while mono‐unsaturated fatty acids (MUFA) and the fatty acids 16:0 and 16:1ω7 were negatively correlated with canopy cover. In contrast, the percentage of highly unsaturated fatty acids (HUFA) in periphyton was greater with increasing canopy cover regardless ofNOx‐Nconcentrations.Variation in riparian canopy cover and nutrients gave rise to opposite outcomes in terms of periphyton food quality and quantity. The highest periphyton food quality, measured byHUFAcontent, occurred in streams with high canopy cover and low nutrients, while the highest periphyton food quantity occurred in streams with low canopy cover.Our study suggests that changes in riparian vegetation and/or nutrient inputs can significantly alter the fatty acid content of periphyton, with important implications for aquatic consumers. We recommend that future studies on impacts of riparian clearing or nutrient enrichment in stream ecosystems place more attention on the effects of food quality rather than quantity.

  • Research Article
  • Cite Count Icon 19
  • 10.1007/s11258-013-0187-9
Rodent-favored cache sites do not favor seedling establishment of shade-intolerant wild apricot (Prunus armeniaca Linn.) in northern China
  • Feb 26, 2013
  • Plant Ecology
  • Hongmao Zhang + 5 more

Seed dispersal by scatter hoarders is widely assumed to involve directed dispersal, in which microhabitats selected for caching also benefit seedling establishment and growth. However, in many systems, this may not be true if animal-favored cache sites do not match the safe sites for plants, or if cache sites benefit the plant in one life stage and not another. Here, we investigated whether cache sites selected by rodents are favorable for seedling establishment and growth of shade-intolerant wild apricot (Prunus armeniaca Linn.) in northern China. We tracked tagged seeds and compared the germination and growth of seedlings from rodent-cached seeds with that of naturally established seedlings in a secondary forest and shrubland stand. Rodents preferred to cache seeds under shrubs with medium canopy cover (31–60 %) in litter substrate in the secondary forest, and under shrubs with high canopy cover (>60 %) in soil or litter substrate in the shrubland stand, neither of which conveyed an advantage for seedling establishment. Although fewer caches were made along shrub edges, or under low canopy cover (≤30 %) in the secondary forest, or along shrub edges, open areas of grass, or under low canopy cover in the shrubland stand, these cache sites consistently contributed to higher survival rates. The microhabitats of grass, soil, or low canopy cover significantly promoted the emergence, survival, and growth of naturally established seedlings. Our results are best explained by the conflicting demands of rodents for caching seeds in more secure sites and P. armeniaca’s high-light requirements for seedling recruitment. We argue that the relationship between favored cache sites for seed hoarders and safe sites for plants will often not match but may still allow a reasonable rate of establishment and regeneration.

  • Research Article
  • Cite Count Icon 49
  • 10.20937/atm.2015.28.03.05
The role of urban vegetation in temperature and heat island effects in Querétaro city, Mexico
  • Jul 1, 2015
  • Atmósfera
  • Maria L Colunga + 4 more

The role of urban vegetation in temperature and heat island effects in Querétaro city, Mexico

  • Research Article
  • Cite Count Icon 59
  • 10.1111/j.1365-2745.2012.02028.x
Differential seedling establishment of woody plants along a tree density gradient in Neotropical savannas
  • Sep 14, 2012
  • Journal of Ecology
  • Ana Salazar + 3 more

Summary Seedling dynamics are crucial for understanding spatial plant distribution patterns, yet little is known about seedling establishment in Neotropical savannas because empirical studies at the community level are scarce. Over 2 years, we studied the recruitment and survival of an initial seedling assemblage and three cohorts of recruits of woody plants within 216 plots of 1 m2 located along a tree density gradient in the savannas of central Brazil. These savannas differ in tree density and canopy cover, from closed (high canopy cover) to open savannas (low canopy cover), and are located along shallow topographic gradients. We measured community‐wide seedling limitation (i.e. proportion of 1‐m2 plots without seedlings of any woody species), photosynthetic photon flux density, litter cover, soil moisture and soil nutrients in each savanna type. Because closed savannas had lower PPFD and higher leaf litter cover than open savannas, we evaluated the effects of light level and litter cover on seedling emergence of nine dominant savanna woody species under controlled conditions in a glasshouse. Density, recruitment and survival of seedlings decreased over time because of mortality in all savanna types, but they were consistently higher in closed than in open savannas. Community‐wide seedling limitation was significantly lower in closed (0.16 ± 0.03) than in open (0.30 ± 0.05) savannas. In the glasshouse, high litter cover and very low light levels reduced seedling emergence of most species, suggesting an adaptation to delay seed germination until the wet season when soil water availability is high and leaf litter rapidly decomposes. Synthesis: In Neotropical savannas, tree canopy cover facilitates seedling establishment of woody species by reducing stressful environmental conditions. In particular, low irradiance and high litter cover in closed savannas enhance the recruitment and survival of woody seedlings relative to open savannas by reducing soil water deficits and increasing nutrient availability in the upper soil layers. The higher seedling limitation of tree species in open than in closed savannas contributes to maintain relatively different balances between trees and herbaceous plants along topographic gradients in Neotropical savannas and helps to explain spatial distribution patterns of woody species in these ecosystems.

  • Research Article
  • Cite Count Icon 5
  • 10.1002/eco.2279
Analysing the influence of a large flood on eastern redcedar (Juniperus virginiana) distribution along the Missouri River using remote‐sensing techniques
  • Jan 28, 2021
  • Ecohydrology
  • Nadeesha D Illeperuma + 1 more

River floodplains are among the world's most altered ecosystems due to flow regulation by dams, development, and agriculture. Dam construction and flow regulation along the Missouri River have reduced flooding, modified geomorphic processes and altered floodplain vegetation. Since the commencement of flow regulation, eastern redcedar (Juniperus virginiana L.), which is native to upland areas, has invaded the understorey of cottonwood (Populus deltoides) forests along the Missouri River. A major flood in 2011, however, resulted in a significant die‐off of redcedar within the Missouri National Recreational River (MNRR), South Dakota, and Nebraska, USA. The objectives of this study were to map and analyse the effects of the 2011 flood and soil drainage classes on redcedar distribution within the MNRR. The Normalized Difference Vegetation Index (NDVI) from winter scenes of Landsat satellite imagery was used to map the canopy cover of redcedar on pre‐ and post‐flood dates. Logistic regression was used to analyse the effects of soil drainage and flooding status (flooded or non‐flooded) on transitions between high (&gt;20%) and low (&lt;20%) canopy cover classes of redcedar. The odds of redcedar decline (from high to low canopy cover) were significantly greater in areas that flooded in 2011, and the odds of redcedar increase (low to high canopy cover) were greater on non‐flooded surfaces with well‐drained soils. This study produces evidence that large floods are important for constraining redcedar spread in floodplain habitats. In addition, soil drainage affects redcedar survival and spread within the study area, with colonization favoured on well‐drained soils.

  • Research Article
  • Cite Count Icon 13
  • 10.1016/j.agee.2023.108612
Hand pollination under shade trees triples cocoa yield in Brazil’s agroforests
  • May 30, 2023
  • Agriculture, Ecosystems &amp; Environment
  • Manuel Toledo-Hernández + 4 more

Agricultural diversification can enhance climate resilience, biodiversity conservation, and livelihood in global farming systems. Diverse agroforestry systems with cocoa have been shown to provide all these benefits, but the often-lower yields compared to monocultures limit agroforestry adoption by smallholder farmers. Cocoa yield is pollination-limited, and here, we quantified the effect of hand pollination in cocoa on fruit set, fruit abortion or cherelle wilt, pest and diseases, and number of mature fruits. Experiments were conducted in Bahia, Brazil, along a shade gradient from low [10–30%] to high [70–100%] canopy cover and with cocoa trees grafted with high-yielding varieties. We found on average 331% fruit set, and 300% mature fruit increase (i.e. ripe pods) per tree by enhancing pollination by hand as little as 10% of the flowers/tree, compared to the control (i.e. with only natural pollination). Fruit set, fruit losses, and mature fruit development linked to hand pollination was higher in low compared to highly shaded cocoa areas. We found 31% higher fruit set and 37% higher number of mature fruits in grafted than un-grafted trees. Further, when comparing efforts invested in hand pollination, minimum labor (∼5 min/tree to pollinate 10–30% of the flowers/tree) led to a 871% fruit set and a 750% mature fruit increase under low canopy cover, and intermediate labor (∼15 min/tree to pollinate 40–60% flowers/tree) to a 629% fruit set under high canopy cover. As ∼5–15 min/tree hand pollination can substantially enhance fruit set and number of mature fruits in low as well as high shade management, we recommend performing hand pollination particularly in agroforests under 40–50% canopy cover to create win-win opportunities for high productivity and climate resilience. Future research should focus on the wide range of agroforestry, tree grafting and innovation strategies in all major production regions to capture the long-term variability of hand pollination as a basis to scale-up hand pollination for sustainable cocoa production globally.

Save Icon
Up Arrow
Open/Close