Iforest - Biogeosciences and Forestry最新文献

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Fluctuation of the ecological niche of Moringa peregrina (Forssk.) Fiori with topoclimatic heterogeneity in southern Iran 辣木(Moringa peregrina)生态位的波动伊朗南部具有地形气候异质性的菲奥里
IF 1.7 4区 农林科学
Iforest - Biogeosciences and Forestry Pub Date : 2023-02-28 DOI: 10.3832/ifor4196-015
H. P. Sahragard, P. Karami, M. Ajorlo, M. Marchi
{"title":"Fluctuation of the ecological niche of Moringa peregrina (Forssk.) Fiori with topoclimatic heterogeneity in southern Iran","authors":"H. P. Sahragard, P. Karami, M. Ajorlo, M. Marchi","doi":"10.3832/ifor4196-015","DOIUrl":"https://doi.org/10.3832/ifor4196-015","url":null,"abstract":"Heterogeneity can be studied for any dynamic or fixed environmental factors over time. However, determining the extent of heterogeneity occurrence in terms of habitat suitability, variability of dynamic and fixed factors, as well as landform role is an issue that has received less attention. This study aimed to investigate the distribution of Moringa peregrina at two climate change scenarios, to identify the Region of High Heterogenetic (ROHH) of the habitats in those scenarios and to ascertain the heterogeneity of habitat variables of the species in southern Iran. The current and potential distributions of the species in mild and severe climate change scenarios of 2050 and 2070, respectively, were modeled through the Ensemble technique using the climatic and topographic (topoclimatic) variables. The current distribution with four predictions of mild to severe Representative Concentration Pathways (RCP2.5, RCP4.5, RCP6.0 and RCP8.5) were entered into the principal component analysis (PCA) each year to achieve the heterogeneity of distribution. Then, the ROHH was calculated for areas with fluctuations of more than 50%. The topoclimatic variables in the ROHH were compared with the value of each variable in the current distribution in different landforms. The climatic variables of temperature seasonality and mean diurnal range had the greatest impact on M. peregrina distribution. There was more than 90% spatial agreement between the species current and potential distributions under different climate change scenarios (minimum Kappa = 0.9). In climate change scenarios, increase in species distribution is mainly limited by reduced rainfall, high temperature and altitude. The heterogeneity of habitat variables varied greatly in the ROHH and current presence points, indicating the species attempt to occupy new ecological niches. The highest distribution of the species was in the canyons and mountain tops, and the species seeks to occupy these areas in the ROHH. The magnitude of fluctuations of habitat variables at the presence points and the ROHH was different, indicating the species crossing the current niche range to establish in new niche. The mean diurnal range (Bio2) and annual precipitation (Bio12) variables had the lowest heterogeneity in 2050 and 2070 scenarios. This study reports that the fluctuation of habitat variables in areas with high heterogeneity was different from the current distribution range of M. pereg-rina . No significant fluctuation was found in the distribution range of the species in climate change scenarios","PeriodicalId":13323,"journal":{"name":"Iforest - Biogeosciences and Forestry","volume":"1 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2023-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73964778","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Problems and solutions to cork oak (Quercus suber L.) regeneration: a review 栓皮栎(Quercus suber L.)再生的问题与对策综述
IF 1.7 4区 农林科学
Iforest - Biogeosciences and Forestry Pub Date : 2023-02-28 DOI: 10.3832/ifor3945-015
Taher Mechergui, M. Pardos, N. Boussaidi, D. Jacobs, F. Catry, G. Minotta
{"title":"Problems and solutions to cork oak (Quercus suber L.) regeneration: a review","authors":"Taher Mechergui, M. Pardos, N. Boussaidi, D. Jacobs, F. Catry, G. Minotta","doi":"10.3832/ifor3945-015","DOIUrl":"https://doi.org/10.3832/ifor3945-015","url":null,"abstract":"This study aimed to review the requirements and difficulties of natural and artificial regeneration of cork oak ( Quercus suber L.) in the Mediterranean Basin. Cork oak regeneration is achieved naturally by means of sexual or vegetative reproduction (by seeds or by sprouting), or artificially through direct seeding, or seedling planting. Both natural and artificial regeneration of cork oak frequently encounter numerous difficulties which limit the ecological conditions for cork oak regeneration, including acorn predation, slow growth, vegetative competition, browsing of seedlings, fires, pests and diseases, and summer drought. We reviewed the state of the art of these difficulties and summarize the potential solutions for each regeneration form.","PeriodicalId":13323,"journal":{"name":"Iforest - Biogeosciences and Forestry","volume":"118 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2023-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85348388","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Heat treatment of poplar plywood: modifications in physical, mechanical and durability properties 杨木胶合板的热处理:物理、机械和耐用性能的改变
IF 1.7 4区 农林科学
Iforest - Biogeosciences and Forestry Pub Date : 2023-02-28 DOI: 10.3832/ifor4159-015
B. Marcon, J. Viguier, K. Candelier, M. Thévenon, J. Butaud, L. Pignolet, Adélaïde Gartili, L. Denaud, R. Collet, M. Romagnoli
{"title":"Heat treatment of poplar plywood: modifications in physical, mechanical and durability properties","authors":"B. Marcon, J. Viguier, K. Candelier, M. Thévenon, J. Butaud, L. Pignolet, Adélaïde Gartili, L. Denaud, R. Collet, M. Romagnoli","doi":"10.3832/ifor4159-015","DOIUrl":"https://doi.org/10.3832/ifor4159-015","url":null,"abstract":"Plywood made of poplar are limited to indoor usages since poplar exhibits a rather low natural durability. Recently, wood heat treatments have been applied to improve properties such as decay susceptibility and dimensional stability. This study examines the potential of exposing poplar plywood to heat treatment to extend the potential of applications of this engineered wood product to outdoor end uses, and new markets accordingly. Plywood panels were glued with two different adhesive formulations based on the same melamine-urea-formaldehyde (MUF) resin to compare their respective ability to resist to the heat treatment. These different plywoods were thermally modified in saturated steam conditions at 215 °C for 2 hours following the Ther-moWood ® process, up to reach 14% in mass loss. The durability improvement brought by the heat treatment was assessed in order to evaluate any possible outdoor uses for such plywood. After all the conducted analyses, the potential to use heat treated poplar plywoods in humid interior and protected exterior service conditions was confirmed.","PeriodicalId":13323,"journal":{"name":"Iforest - Biogeosciences and Forestry","volume":"45 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2023-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84630738","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Yield of forests in Ankara Regional Directory of Forestry in Turkey: comparison of regression and artificial neural network models based on statistical and biological behaviors 土耳其安卡拉森林产量区域林业目录:基于统计和生物行为的回归模型和人工神经网络模型的比较
IF 1.7 4区 农林科学
Iforest - Biogeosciences and Forestry Pub Date : 2023-02-28 DOI: 10.3832/ifor4116-015
Ferhat Bolat, İlker Ercanli, A. Günlü, M. Marchi
{"title":"Yield of forests in Ankara Regional Directory of Forestry in Turkey: comparison of regression and artificial neural network models based on statistical and biological behaviors","authors":"Ferhat Bolat, İlker Ercanli, A. Günlü, M. Marchi","doi":"10.3832/ifor4116-015","DOIUrl":"https://doi.org/10.3832/ifor4116-015","url":null,"abstract":"Models of forest growth and yield provide important information on stand and tree developments and the interactions of these developments with silvicultural treatments. These models have been developed based on assumptions such as independence of observations, uncorrelated error terms, and error terms with constant variance; if these factors are absent, there may be problems with multicollinearity, autocorrelation, or heteroscedasticity, respectively. These problems, which have several adverse effects on parameter estimates, are statistical phenomena and must be avoided. In recent years, the artificial neural network (ANN) model, thanks to its superior features such as the ability to make successful predictions and the absence of the requirement for statistical assumptions, has been commonly used in forestry modeling. However, while goodness-of-fit measures were taken into consideration in the assessment of ANN models, the control of the biological characteristics of model predictions was ignored. In this study, variable-density yield models were developed using nonlinear regression and ANN techniques. These modeling techniques were compared based on some goodness-of-fit measures and the principles of forest yield. The results showed that ANN models were more successful in meeting expected biological patterns than regression models.","PeriodicalId":13323,"journal":{"name":"Iforest - Biogeosciences and Forestry","volume":"55 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2023-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91381293","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Logging residue chipping options for short rotation poplar plantations 短轮伐杨树人工林伐木残屑的选择
IF 1.7 4区 农林科学
Iforest - Biogeosciences and Forestry Pub Date : 2023-02-28 DOI: 10.3832/ifor4130-015
R. Spinelli, Barnabáš Kováč, Patrik Heger, N. Magagnotti, R. Picchio
{"title":"Logging residue chipping options for short rotation poplar plantations","authors":"R. Spinelli, Barnabáš Kováč, Patrik Heger, N. Magagnotti, R. Picchio","doi":"10.3832/ifor4130-015","DOIUrl":"https://doi.org/10.3832/ifor4130-015","url":null,"abstract":"Short rotation poplar plantations grow on flat and even terrain, and the inter-row spacing is wide enough for easy machine access. If the terrain is firm enough, one may consider moving the classic roadside chipping operation directly into the field ( i.e. , terrain chipping), thus saving on wood extraction cost. This study compared the efficiency and cost of roadside and terrain chip-ping conducted with exactly the same equipment, to assess the benefits offered by the versatile deployment of a standard chipping operation, whereby the operation can be moved inside the stand whenever terrain conditions are suitable. The study was conducted at 12 sample plots, containing about one truck load of chips each ( i.e. , approximately 11 bone-dry tons or BDT). Plots were arranged as alternate windrows on a 8.5 ha field. Data was collected for the whole supply chain, from field to factory. The factory was located 14 km from the field. Delivered cost was 53 € BDT -1 and 70 € BDT -1 for roadside and terrain chipping, respectively, i.e. , terrain chipping was 1/3 more expensive than roadside chipping, even if the latter included the additional cost of forwarding the residues to the roadside. The chipper-truck used for the test could not cope with small scattered residue piles (32 BDT ha -1 ), and the cum-bersome reposition maneuver became the main hurdle to efficient operation. Further improvements might be achieved by pre-bunching the residues, introducing a dedicated terrain chipper or bundling the residues and taking the bundles to the factory for centralized chipping.","PeriodicalId":13323,"journal":{"name":"Iforest - Biogeosciences and Forestry","volume":"100 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2023-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89566484","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Modelling natural regeneration of Oak in Saxony, Germany: identifying factors influencing the occurrence and density of regeneration 模拟德国萨克森州橡树的自然再生:确定影响再生发生和密度的因素
IF 1.7 4区 农林科学
Iforest - Biogeosciences and Forestry Pub Date : 2023-02-28 DOI: 10.3832/ifor4064-015
Maximilian Axer, S. Martens, R. Schlicht, D. Eisenhauer, S. Wagner, M. Borghetti
{"title":"Modelling natural regeneration of Oak in Saxony, Germany: identifying factors influencing the occurrence and density of regeneration","authors":"Maximilian Axer, S. Martens, R. Schlicht, D. Eisenhauer, S. Wagner, M. Borghetti","doi":"10.3832/ifor4064-015","DOIUrl":"https://doi.org/10.3832/ifor4064-015","url":null,"abstract":"In the course of climate change, natural regeneration of oaks ( Quercus spp.) is gaining in importance for forest conversion to climate-adapted mixed forests. In order to predict areas in which natural oak regeneration could establish, variables influencing the occurrence and density of oak regeneration were identified using geostatistical zero-altered negative binomial generalized linear models (ZANB). For this purpose, large-scale inventory data from the state forest of Saxony were analysed. The dataset was derived from 6060 permanent plots. The results show that the occurrence of oak regeneration depends on a number of environmental variables. In addition to seed availability, the establishment environment, especially with regard to the light ecology of oak regeneration, was important. High basal area of pine increased the probability for oak regeneration occurrence. The most important variables for the regeneration density of oak have similarly been found to be those describing the seed availability. The highest regeneration densities are predicted within oak stands, with an optimum relationship at 25 m 2 ha -1 of oak basal area. The re-sults further show that a high regeneration density was achieved on sites with low fertility and favourable light conditions. Oak regeneration density increased with increasing browsing percent on rowan, indicating that browsing on oak can be reduced if other palatable species are available. Using the identified variables, the occurrence and density of oak regeneration can be predicted in space with high accuracy. The statistical tool developed can be used for planning forest conversion incorporating natural regeneration.","PeriodicalId":13323,"journal":{"name":"Iforest - Biogeosciences and Forestry","volume":"61 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2023-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87286287","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of deforestation on the soil physical and chemical attributes, and humic fraction of organic matter in dry environments in Brazil 森林砍伐对巴西干旱环境下土壤理化属性及有机质腐殖质组分的影响
IF 1.7 4区 农林科学
Iforest - Biogeosciences and Forestry Pub Date : 2022-12-31 DOI: 10.3832/ifor4016-015
J. Souza Rezende, FJ Freire, Jcd Araújo Filho, Mbg Dos Santos Freire, B. Gomes de Almeida, LR Costa Santos
{"title":"Impact of deforestation on the soil physical and chemical attributes, and humic fraction of organic matter in dry environments in Brazil","authors":"J. Souza Rezende, FJ Freire, Jcd Araújo Filho, Mbg Dos Santos Freire, B. Gomes de Almeida, LR Costa Santos","doi":"10.3832/ifor4016-015","DOIUrl":"https://doi.org/10.3832/ifor4016-015","url":null,"abstract":"Deforestation of Caatinga and inadequate land use of these dry environments have impacted soil quality in Northeastern Brazil. The objectives of this study were: (a) to evaluate the effect of deforestation and different agricultural uses on the physical and chemical properties of soil, and humic fractions of soil organic matter in dry environments; and (b) to detect the soil properties that were most affected by anthropic actions. We evaluated four dry areas in Chapada do Araripe, NE Brazil: preserved native vegetation; degraded native vegetation; cassava conventional cultivation; and eucalyptus agro-energy cultivation. Soil fertility, total organic carbon and humic fractions of soil organic matter were lower in the degraded native vegetation area. The best indicators for soil quality evaluation were: macroporosity; bulk density; soil resistance penetration; sum of bases (mainly Ca 2+ ); available P; and saturation by Al 3+ . Total organic carbon and humic acid fractions of soil organic matter were important in improving soil quality. These properties were influenced by deforestation and agricultural uses, suggesting that the deforestation of native vegetation in dry environments has high capacity to degrade the soil, preventing its regeneration.","PeriodicalId":13323,"journal":{"name":"Iforest - Biogeosciences and Forestry","volume":"22 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2022-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75517497","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Natural regeneration and species diversification after seed-tree method cutting in a maritime pine reforestation 种树法采伐后海松造林的自然更新与物种多样化
IF 1.7 4区 农林科学
Iforest - Biogeosciences and Forestry Pub Date : 2022-12-31 DOI: 10.3832/ifor4088-015
S. de Frutos, J. Bravo-Fernández, S. Roig-Gómez, M. del Río, R. Ruiz-Peinado
{"title":"Natural regeneration and species diversification after seed-tree method cutting in a maritime pine reforestation","authors":"S. de Frutos, J. Bravo-Fernández, S. Roig-Gómez, M. del Río, R. Ruiz-Peinado","doi":"10.3832/ifor4088-015","DOIUrl":"https://doi.org/10.3832/ifor4088-015","url":null,"abstract":"","PeriodicalId":13323,"journal":{"name":"Iforest - Biogeosciences and Forestry","volume":"42 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2022-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86553994","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Fuel characterization and crown fuel load prediction in non-treated Calabrian pine (Pinus brutia Ten.) plantation areas 未经处理的卡拉布里亚松(Pinus brutia Ten.)人工林燃料特性和树冠燃料负荷预测
IF 1.7 4区 农林科学
Iforest - Biogeosciences and Forestry Pub Date : 2022-12-31 DOI: 10.3832/ifor4048-015
M. Yurtgan, I. Baysal, O. Küçük
{"title":"Fuel characterization and crown fuel load prediction in non-treated Calabrian pine (Pinus brutia Ten.) plantation areas","authors":"M. Yurtgan, I. Baysal, O. Küçük","doi":"10.3832/ifor4048-015","DOIUrl":"https://doi.org/10.3832/ifor4048-015","url":null,"abstract":"Successful management of young, fire-prone Calabrian pine forests requires an accurate characterization of surface and canopy fuel loads at stand level. This study characterizes the surface and canopy fuel characteristics in unthinned Calabrian pine plantations in Turkey. Fifteen sample plots were measured to determine the surface and crown fuel characteristics of very young, young and middle aged Calabrian pine stands (10 to 28 years old). Thirty-six trees were destructively sampled to quantify the crown fuel loads and canopy fuel characteristics of the stands. Surface fuel load ranged from 11.38 t ha -1 in the young stands to 35.27 t ha -1 in the middle aged stands. Dead fuel load as ladder fuels on the trees ranged from 0.77 kg in very young stands to 13.56 kg in the young stands. Live fuel loads on the trees ranged from 0.77 kg to 23.29 kg in the young aged stands. Total active crown fuel load was 58.7%, 52.1% and 49.5% of total crown fuel load in very young, young and middle aged stands, respec-tively. Our results improve the current crown fuel model predictions and showed the importance of dead fuel load in fire management studies both for the determination of crown fuel loads and the calculation of carbon stocks.","PeriodicalId":13323,"journal":{"name":"Iforest - Biogeosciences and Forestry","volume":"89 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2022-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89020928","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Above ground biomass estimation from UAV high resolution RGB images and LiDAR data in a pine forest in Southern Italy 利用无人机高分辨率RGB图像和激光雷达数据估算意大利南部松林的地上生物量
IF 1.7 4区 农林科学
Iforest - Biogeosciences and Forestry Pub Date : 2022-12-31 DOI: 10.3832/ifor3781-015
M. Maesano, G. Santopuoli, FV Moresi, G. Matteucci, B. Lasserre, G. Scarascia Mugnozza
{"title":"Above ground biomass estimation from UAV high resolution RGB images and LiDAR data in a pine forest in Southern Italy","authors":"M. Maesano, G. Santopuoli, FV Moresi, G. Matteucci, B. Lasserre, G. Scarascia Mugnozza","doi":"10.3832/ifor3781-015","DOIUrl":"https://doi.org/10.3832/ifor3781-015","url":null,"abstract":"Knowledge of forest biomass is an essential parameter for managing the forest in a sustainable way, as forest biomass data availability and reliability are nec-essary for forestry and forest planning, but also for the carbon market as well as to support the local economy in the mountain and inner areas. However, the accurate quantification of the above-ground biomass (AGB) is still a chal-lenge both at the local and global levels. The use of remote sensing techniques with Unmanned Aerial Vehicle (UAV) platforms can be an excellent trade-off between resolution, scale, and frequency data of AGB estimation. In this study, we evaluated the combined use of RGB images from UAV, LiDAR data and ground truth data to estimate AGB in a forested watershed in Southern Italy. A low-cost AGB estimation method was adopted using a commercial fixed-wing drone equipped with an RGB camera, combined with the canopy information derived by LiDAR and validated by field data. Two modelling methods (stepwise regression, SR and random forest, RF) were used to estimate forest AGB. The output was an accurate maps of AGB for each model. The RF model showed better accuracy than the Steplm model, and the R 2 increased from 0.81 to 0.86, and the RMSE and MAE values were decreased from 45.5 to 31.7 Mg ha -1 and from 34.2 to 22.1 Mg ha -1 respectively. We demonstrated that by increas-ing the computing efficiency through a machine learning algorithm, readily available images can be used to obtain satisfactory results, as proven by the accuracy of the Random forest above biomass estimation model.","PeriodicalId":13323,"journal":{"name":"Iforest - Biogeosciences and Forestry","volume":"18 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2022-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81724600","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
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