Jiaojiao Tian
YOU?
Author Swipe
View article: Unlocking Puerarin's Antidepressant Mechanism: TLR4/MYD88/NF-kB Signaling Pathway and Metabolomics-Macrogenomics associated Gut Microbiome Signatures
Unlocking Puerarin's Antidepressant Mechanism: TLR4/MYD88/NF-kB Signaling Pathway and Metabolomics-Macrogenomics associated Gut Microbiome Signatures Open
Objective Depression is a highly prevalent mental disorder in which dysfunction of the gut microbiota is implicated as a significant factor in its pathogenesis. Puerarin has been suggested to alleviate depression via the microbe-gut-brain …
View article: Deep learning based individual tree crown delineation from panchromatic aerial imagery
Deep learning based individual tree crown delineation from panchromatic aerial imagery Open
Accurate delineation of individual tree crowns (ITC) enables a better understanding of tree-level growth dynamics and evaluating tree vitality. In recent year, researches have introduced deep learning techniques in this field. However, the…
View article: Airborne Remote Sensing for Environmental and Disaster Management Applications
Airborne Remote Sensing for Environmental and Disaster Management Applications Open
As a national research institution, the German Aerospace Center (DLR) has the largest fleet of research aircraft in Europe and uses optical imaging systems to provide a valuable research basis for a wide range of applications in the fields…
View article: Correction: Si et al. Research on the Influence of Non-Cognitive Ability and Social Support Perception on College Students’ Entrepreneurial Intention. Int. J. Environ. Res. Public Health 2022, 19, 11981
Correction: Si et al. Research on the Influence of Non-Cognitive Ability and Social Support Perception on College Students’ Entrepreneurial Intention. Int. J. Environ. Res. Public Health 2022, 19, 11981 Open
In the original publication [1], Jiayi Tian was not included as an author in the original publication [...]
View article: Effects of Lactobacillus Plantarum and Saccharomyces Cerevisiae on Rumen Fermentation Parameters, Microbial Diversity and Metabolites of Fermented Feed in Vitro
Effects of Lactobacillus Plantarum and Saccharomyces Cerevisiae on Rumen Fermentation Parameters, Microbial Diversity and Metabolites of Fermented Feed in Vitro Open
View article: <i>OA-WinSeg:</i> Occlusion-Aware Window Segmentation With Conditional Adversarial Training Guided by Structural Prior Information
<i>OA-WinSeg:</i> Occlusion-Aware Window Segmentation With Conditional Adversarial Training Guided by Structural Prior Information Open
Window segmentation and vectorization remains a significant challenge, particularly in the absence of clean facade images. To extract complete window segments from building façade images with occlusions, this article proposes an occlusion-…
View article: MMREC: LLM Based Multi-Modal Recommender System
MMREC: LLM Based Multi-Modal Recommender System Open
The importance of recommender systems is growing rapidly due to the exponential increase in the volume of content generated daily. This surge in content presents unique challenges for designing effective recommender systems. Key among thes…
View article: Rectilinear Building Footprint Regularization Using Deep Learning
Rectilinear Building Footprint Regularization Using Deep Learning Open
Nowadays, deep learning allows to automatically learn features from data. Buildings are one of the most important objects in urban environments. They are used in applications such as inputs to building reconstruction, disaster monitoring, …
View article: BAMFORESTS: Bamberg Benchmark Forest Dataset of Individual Tree Crowns in Very-High-Resolution UAV Images
BAMFORESTS: Bamberg Benchmark Forest Dataset of Individual Tree Crowns in Very-High-Resolution UAV Images Open
The anthropogenic climate crisis results in the gradual loss of tree species in locations where they were previously able to grow. This leads to increasing workloads and requirements for foresters and arborists as they are forced to restru…
View article: Investigating Dual-Source Satellite Image Data and ALS Data for Estimating Aboveground Biomass
Investigating Dual-Source Satellite Image Data and ALS Data for Estimating Aboveground Biomass Open
Accurate estimation of above-ground biomass (AGB) in forested areas is essential for studying forest ecological functions, surface carbon cycling, and global carbon balance. Over the past decade, models that harness the distinct features o…
View article: Multimodal Collaboration Networks for Geospatial Vehicle Detection in Dense, Occluded, and Large-Scale Events
Multimodal Collaboration Networks for Geospatial Vehicle Detection in Dense, Occluded, and Large-Scale Events Open
In large-scale disaster events, the planning of optimal rescue routes depends on the object detection ability at the disaster scene, with one of the main challenges being the presence of dense and occluded objects. Existing methods, which …
View article: An Ensemble Learning Framework for Anomaly Detection of Important Geographical Entities
An Ensemble Learning Framework for Anomaly Detection of Important Geographical Entities Open
Due to the complex landforms and the limited resolution of remote sensing imagery, it is difficult to avoid the problem of incorrectly capturing geographical entities, such as buildings. Therefore, anomaly detection of important geographic…
View article: Comparing Deep Learning and MCWST Approaches for Individual Tree Crown Segmentation
Comparing Deep Learning and MCWST Approaches for Individual Tree Crown Segmentation Open
Accurate segmentation of individual tree crowns (ITC) segmentation is essential for investigating tree-level based growth trends and assessing tree vitality. ITC segmentation using remote sensing data faces challenges due to crown heteroge…
View article: Multimodal Co-Learning for Building Change Detection: A Domain Adaptation Framework Using VHR Images and Digital Surface Models
Multimodal Co-Learning for Building Change Detection: A Domain Adaptation Framework Using VHR Images and Digital Surface Models Open
In this article, we propose a multimodal co-learning framework for building change detection. This framework can be adopted to jointly train a Siamese bitemporal image network and a height difference map (HDiff) network with labeled source…
View article: Dynamic satellite–parent liposome networks for quantitative microreactions
Dynamic satellite–parent liposome networks for quantitative microreactions Open
A dynamic satellite–parent liposome network was developed to explore molecular transfer and quantitative microreactions through environmental stimuli, offering a platform to mimic multicellular systems in vitro .
View article: A Self-Training Approach Using Benchmark Dataset and Stereo-DSM for Building Extraction
A Self-Training Approach Using Benchmark Dataset and Stereo-DSM for Building Extraction Open
Deep learning has been the state-of-the-art solution to numerous remote sensing tasks, especially for building extraction. However, the performance of learning-based building extraction approaches depend to a large extent on the similarity…
View article: GEOMETRIC EVALUATION OF GAOFEN-7 STEREO DATA
GEOMETRIC EVALUATION OF GAOFEN-7 STEREO DATA Open
China’s first sub-metre stereo satellite, GaoFen-7, was launched on 7 November 2019. One of the main criteria for a stereo mapping satellite is the geometric accuracy of the images. In this paper, we present a systematic evaluation of the …
View article: A 2D/3D multimodal data simulation approach with applications on urban semantic segmentation, building extraction and change detection
A 2D/3D multimodal data simulation approach with applications on urban semantic segmentation, building extraction and change detection Open
Advances in remote sensing image processing techniques have further increased the demand for annotated datasets. However, preparing annotated multi-temporal 2D/3D multimodal data is especially challenging, both for the increased costs of t…
View article: Learning-Based Near-Infrared Band Simulation with Applications on Large-Scale Landcover Classification
Learning-Based Near-Infrared Band Simulation with Applications on Large-Scale Landcover Classification Open
Multispectral sensors are important instruments for Earth observation. In remote sensing applications, the near-infrared (NIR) band, together with the visible spectrum (RGB), provide abundant information about ground objects. However, the …
View article: Editorial for Special Issue: “Remote Sensing Based Building Extraction II”
Editorial for Special Issue: “Remote Sensing Based Building Extraction II” Open
Accurate building extraction from remotely sensed images is essential for topographic mapping, urban planning, disaster management, navigation, and many other applications [...]
View article: Rieske Non-heme Iron Oxygenases Catalyzed C-H functionalization in Natural Product Biosynthesis and Biodegradation
Rieske Non-heme Iron Oxygenases Catalyzed C-H functionalization in Natural Product Biosynthesis and Biodegradation Open
Rieske oxygenases exploit the reactivity of iron for the activation and functionalization of inert C-H bonds in both catabolic and anabolic pathways. To date, only a handful of the 70,000 annotated Rieske oxygenases have been structurally …
View article: A co-learning method to utilize optical images and photogrammetric point clouds for building extraction
A co-learning method to utilize optical images and photogrammetric point clouds for building extraction Open
Although deep learning techniques have brought unprecedented accuracy to automatic building extraction, several main issues still constitute an obstacle to effective and practical applications. The industry is eager for higher accuracy and…
View article: Cross Field-Based Segmentation and Learning-Based Vectorization for Rectangular Windows
Cross Field-Based Segmentation and Learning-Based Vectorization for Rectangular Windows Open
Detection and vectorization of windows from building façades are important for building energy modeling, civil engineering, and architecture design. However, current applications still face the challenges of low accuracy and lack of automa…
View article: Transcriptomic analysis reveals the mechanism of low/high temperature resistance in an outstanding diet alga Nannochloropsis oceanica
Transcriptomic analysis reveals the mechanism of low/high temperature resistance in an outstanding diet alga Nannochloropsis oceanica Open
View article: PERFORMANCE EVALUATION OF FUSION TECHNIQUES FOR CROSS-DOMAIN BUILDING ROOFTOP SEGMENTATION
PERFORMANCE EVALUATION OF FUSION TECHNIQUES FOR CROSS-DOMAIN BUILDING ROOFTOP SEGMENTATION Open
Convolutional Neural Networks have been widely introduced to building rooftop segmentation using satellite and aerial imagery. Preparing efficient training data is still among the critical issues on this topic. Therefore, adopting availabl…
View article: APPLICATION ORIENTED QUALITY EVALUATION OF GAOFEN-7 OPTICAL STEREO SATELLITE IMAGERY
APPLICATION ORIENTED QUALITY EVALUATION OF GAOFEN-7 OPTICAL STEREO SATELLITE IMAGERY Open
GaoFen-7 (GF-7) satellite mission is further expanding the very high resolution 3D mapping application. Carrying the first civilian Chinese sub-meter resolution stereo satellite sensors, GF-7 satellite was launched on November 7, 2019. Wit…
View article: GA-Net-Pyramid: An Efficient End-to-End Network for Dense Matching
GA-Net-Pyramid: An Efficient End-to-End Network for Dense Matching Open
Dense matching plays a crucial role in computer vision and remote sensing, to rapidly provide stereo products using inexpensive hardware. Along with the development of deep learning, the Guided Aggregation Network (GA-Net) achieves state-o…
View article: The soil nematode community indicates the soil ecological restoration of the Pinus massoniana plantation gap replanted with Cinnamomum longipaniculatum
The soil nematode community indicates the soil ecological restoration of the Pinus massoniana plantation gap replanted with Cinnamomum longipaniculatum Open
Interactions between aboveground and belowground ecosystems components modulate ecosystem functions. However, few studies have focused on the response of soil nematodes to plantation reconstruction. In this study, Cinnamomum longipaniculat…
View article: Substitution of microalgae with microcapsule diet for two bivalve species, manila clam Ruditapes philippinarum and razor clam Sinonovacula constricta
Substitution of microalgae with microcapsule diet for two bivalve species, manila clam Ruditapes philippinarum and razor clam Sinonovacula constricta Open
In this study, a microcapsule diet was produced by spray-drying. Then, the filtration rate (FR) and ingestion rate (IR) of manila clam Ruditapes philippinarum were determined in relation to feeding on the microcapsule and microalgal Chaeto…
View article: A remote sensing-guided forest inventory concept using multispectral 3D and height information from ZiYuan-3 satellite data
A remote sensing-guided forest inventory concept using multispectral 3D and height information from ZiYuan-3 satellite data Open
Increased frequencies of storms and droughts due to climate change are changing central European forests more rapidly than in previous decades. To monitor these changes, multispectral 3D remote sensing (RS) data can provide relevant inform…