Cargando…

Rodent hole detection in a typical steppe ecosystem using UAS and deep learning

INTRODUCTION: Rodent outbreak is the main biological disaster in grassland ecosystems. Traditional rodent damage monitoring approaches mainly depend on costly field surveys, e.g., rodent trapping or hole counting. Integrating an unmanned aircraft system (UAS) image acquisition platform and deep lear...

Descripción completa

Detalles Bibliográficos
Autores principales:	Du, Mingzhu, Wang, Dawei, Liu, Shengping, Lv, Chunyang, Zhu, Yeping
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Plant Science
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9800863/ https://www.ncbi.nlm.nih.gov/pubmed/36589056 http://dx.doi.org/10.3389/fpls.2022.992789

Ejemplares similares

Ecosystem responses to warming and watering in typical and desert steppes
por: Xu, Zhenzhu, et al.
Publicado: (2016)

Herbaceous Dominant the Changes of Normalized Difference Vegetation Index in the Transition Zone Between Desert and Typical Steppe in Inner Mongolia, China
por: Lv, Yanyan, et al.
Publicado: (2022)

Linking diffuse radiation and ecosystem productivity of a desert steppe ecosystem
por: Li, Cheng, et al.
Publicado: (2020)

Community Composition and Structure Affect Ecosystem and Canopy Water Use Efficiency Across Three Typical Alpine Ecosystems
por: Li, Yuzhe, et al.
Publicado: (2022)

A Novel Arthropod Host of Brucellosis in the Arid Steppe Ecosystem
por: Huang, Tianpeng, et al.
Publicado: (2020)

Detecting Key Factors of Grasshopper Occurrence in Typical Steppe and Meadow Steppe by Integrating Machine Learning Model and Remote Sensing Data
por: Lu, Longhui, et al.
Publicado: (2022)

Evaluation of typical ecosystem services in Dabie Mountain area and its application in improving residents' well-being
por: Huang, Muyi, et al.
Publicado: (2023)

Responses of Soil Microbial Communities and Networks to Precipitation Change in a Typical Steppe Ecosystem of the Loess Plateau
por: Wang, Yutao, et al.
Publicado: (2022)

Two Dominant Herbaceous Species Have Different Plastic Responses to N Addition in a Desert Steppe
por: Guo, Aixia, et al.
Publicado: (2022)

Effects of different grassland utilization methods on the germinable soil seed bank of the Hulunbuir meadow steppe
por: Yan, Ruirui, et al.
Publicado: (2023)

Diagnosis of Typical Apple Diseases: A Deep Learning Method Based on Multi-Scale Dense Classification Network
por: Tian, Yunong, et al.
Publicado: (2021)

Driving factors of community-level leaf stoichiometry patterns in a typical temperate mountain meadow ecosystem of northern China
por: Zhang, Xiaolong, et al.
Publicado: (2023)

Impact of Grazing on Soil Carbon and Microbial Biomass in Typical Steppe and Desert Steppe of Inner Mongolia
por: Liu, Nan, et al.
Publicado: (2012)

Beyond the Forest-Grassland Dichotomy: The Gradient-Like Organization of Habitats in Forest-Steppes
por: Erdős, László, et al.
Publicado: (2020)

Effects of simulated precipitation gradients on nutrient resorption in the desert steppe of northern China
por: Bai, Liu, et al.
Publicado: (2023)

The stability of perennial grasses mediates the negative impacts of long-term warming and increasing precipitation on community stability in a desert steppe
por: Lv, Guangyi, et al.
Publicado: (2023)

Effects of Water Addition on Reproductive Allocation of Dominant Plant Species in Inner Mongolia Steppe
por: Liu, Yongjie, et al.
Publicado: (2020)

Comprehensive growth index monitoring of desert steppe grassland vegetation based on UAV hyperspectral
por: Liu, Xiaomin, et al.
Publicado: (2023)

Applications of UAS in Crop Biomass Monitoring: A Review
por: Wang, Tianhai, et al.
Publicado: (2021)

Effects of Plant Functional Group Loss on Soil Microbial Community and Litter Decomposition in a Steppe Vegetation
por: Xiao, Chunwang, et al.
Publicado: (2017)

Plant Community Traits Respond to Grazing Exclusion Duration in Alpine Meadow and Alpine Steppe on the Tibetan Plateau
por: Zhan, Tianyu, et al.
Publicado: (2022)

Effects of Nitrogen Addition on Plant Properties and Microbiomes Under High Phosphorus Addition Level in the Alpine Steppe
por: Dong, Junfu, et al.
Publicado: (2022)

Fertilization reduces root architecture plasticity in Ulmus pumila used for afforesting Mongolian semi-arid steppe
por: Montagnoli, Antonio, et al.
Publicado: (2022)

Modeled Tracheidograms Disclose Drought Influence on Pinus sylvestris Tree-Rings Structure From Siberian Forest-Steppe
por: Popkova, Margarita I., et al.
Publicado: (2018)

Contrasting Effects of Nitrogen Addition on Vegetative Phenology in Dry and Wet Years in a Temperate Steppe on the Mongolian Plateau
por: Zhou, Zhenxing, et al.
Publicado: (2022)

Detection of breakage and impurity ratios for raw sugarcane based on estimation model and MDSC-DeepLabv3+
por: Li, Xin, et al.
Publicado: (2023)

Soil respiration and its Q(10) response to various grazing systems of a typical steppe in Inner Mongolia, China
por: Nie, Cheng, et al.
Publicado: (2019)

Differential responses of the seed germination of three functional groups to low temperature and darkness in a typical steppe, Northern China
por: Liu, Mengzhou, et al.
Publicado: (2022)

Silage preparation and fermentation quality of natural grasses treated with lactic acid bacteria and cellulase in meadow steppe and typical steppe
por: Hou, Meiling, et al.
Publicado: (2017)

A typical processor assembly for UA1
Publicado: (1979)

Variation characteristics of different plant functional groups in alpine desert steppe of the Altun Mountains, northern Qinghai-Tibet Plateau
por: Zhang, Ailin, et al.
Publicado: (2022)

Genomic insights into genetic diversity and local adaptation of a dominant desert steppe feather grass, Stipa breviflora Griseb.
por: Yan, Dongqing, et al.
Publicado: (2023)

Climate, not grazing, influences soil microbial diversity through changes in vegetation and abiotic factors on geographical patterns in the Eurasian steppe
por: Qiqige, Bademu, et al.
Publicado: (2023)

Semi-Automated Field Plot Segmentation From UAS Imagery for Experimental Agriculture
por: Robb, Ciaran, et al.
Publicado: (2020)

Leaf Carbon Exchange of Two Dominant Plant Species Impacted by Water and Nitrogen Application in a Semi-Arid Temperate Steppe
por: Zhang, Xiaolin, et al.
Publicado: (2022)

Suppression of methane uptake by precipitation pulses and long-term nitrogen addition in a semi-arid meadow steppe in northeast China
por: Gao, Weifeng, et al.
Publicado: (2023)

Precipitation Variability Affects Aboveground Biomass Directly and Indirectly via Plant Functional Traits in the Desert Steppe of Inner Mongolia, Northern China
por: Cheng, Huan, et al.
Publicado: (2021)

Root Biomass Distribution of Populus sibirica and Ulmus pumila Afforestation Stands Is Affected by Watering Regimes and Fertilization in the Mongolian Semi-arid Steppe
por: Nyam-Osor, Batkhuu, et al.
Publicado: (2021)

Belowground Root Competition Alters the Grass Seedling Establishment Response to Light by a Nitrogen Addition and Mowing Experiment in a Temperate Steppe
por: Zhong, Mingxing, et al.
Publicado: (2022)

Automatic and Accurate Calculation of Rice Seed Setting Rate Based on Image Segmentation and Deep Learning
por: Guo, Yixin, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_k7gabdfjab3gii6nkkjdcrp6n2