Jingjing Liang

ORCID: 0000-0001-9439-9320
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Research Areas
  • Forest ecology and management
  • Forest Management and Policy
  • Ecology and Vegetation Dynamics Studies
  • X-ray Diffraction in Crystallography
  • Crystallization and Solubility Studies
  • Remote Sensing and LiDAR Applications
  • Fire effects on ecosystems
  • Species Distribution and Climate Change
  • Plant Water Relations and Carbon Dynamics
  • Crystal Structures and Properties
  • Forest Ecology and Biodiversity Studies
  • Remote Sensing in Agriculture
  • Inorganic Chemistry and Materials
  • Organometallic Compounds Synthesis and Characterization
  • Conservation, Biodiversity, and Resource Management
  • Software Testing and Debugging Techniques
  • Plant and animal studies
  • Software Engineering Research
  • Tree-ring climate responses
  • Climate change and permafrost
  • Forest Biomass Utilization and Management
  • Land Use and Ecosystem Services
  • Synthesis and characterization of novel inorganic/organometallic compounds
  • Software Reliability and Analysis Research
  • Mycorrhizal Fungi and Plant Interactions

Purdue University West Lafayette
2018-2025

ZheJiang Institute For Food and Drug Control
2024

China Jiliang University
2019-2024

Second Affiliated Hospital of Zhejiang University
2024

China Medical University
2024

Guangzhou Medical University
2024

Henan University of Science and Technology
2024

Wuhan University
2019-2024

Northeast Normal University
2024

Zhangjiakou Academy of Agricultural Sciences
2023

The biodiversity-productivity relationship (BPR) is foundational to our understanding of the global extinction crisis and its impacts on ecosystem functioning. Understanding BPR critical for accurate valuation effective conservation biodiversity. Using ground-sourced data from 777,126 permanent plots, spanning 44 countries most terrestrial biomes, we reveal a globally consistent positive concave-down BPR, showing that continued biodiversity loss would result in an accelerating decline forest...

10.1126/science.aaf8957 article EN Science 2016-10-13

Abstract. The terrestrial forest carbon pool is poorly quantified, in particular regions with low inventory capacity. By combining multiple satellite observations of synthetic aperture radar (SAR) backscatter around the year 2010, we generated a global, spatially explicit dataset above-ground live biomass (AGB; dry mass) stored forests spatial resolution 1 ha. Using an extensive database 110 897 AGB measurements from field plots, show that patterns and magnitude are well captured our map...

10.5194/essd-13-3927-2021 article EN cc-by Earth system science data 2021-08-11

The performance of fault localization techniques is critical to their adoption in practice. This paper reports on an empirical study a wide range real-world faults. Different from previous studies, this (1) considers different families, (2) combines techniques, and (3) the execution time techniques. Our results reveal that combined technique significantly outperforms any individual (200 percent increase faults localized Top 1), suggesting combination may be desirable way apply future should...

10.1109/tse.2019.2892102 article EN IEEE Transactions on Software Engineering 2019-01-10

Late-spring frosts (LSFs) affect the performance of plants and animals across world’s temperate boreal zones, but despite their ecological economic impact on agriculture forestry, geographic distribution evolutionary these frost events are poorly understood. Here, we analyze LSFs between 1959 2017 resistance strategies Northern Hemisphere woody species to infer trees’ adaptations for minimizing damage leaves forecast forest vulnerability under ongoing changes in frequencies. Trait values...

10.1073/pnas.1920816117 article EN Proceedings of the National Academy of Sciences 2020-05-11
Lidong Mo Constantin M. Zohner Peter B. Reich Jingjing Liang Sergio de‐Miguel and 95 more G.J. Nabuurs Susanne S. Renner Johan van den Hoogen Arnan Araza Martin Herold Leila Mirzagholi Haozhi Ma Colin Averill Oliver L. Phillips Javier G. P. Gamarra Iris Hordijk Devin Routh Meinrad Abegg Yves C. Adou Yao Giorgio Alberti Angélica M. Almeyda Zambrano Braulio Vílchez Alvarado Esteban Álvarez‐Dávila Patricia Álvarez-Loayza Luciana F. Alves Iêda Leão do Amaral Christian Ammer Clara Antón‐Fernández Alejandro Araujo‐Murakami Luzmila Arroyo Valerio Avitabile Gerardo A. Aymard C. Timothy R. Baker Radomir Bałazy Olaf Bánki Jorcely Barroso Meredith L. Bastian Jean‐François Bastin Luca Birigazzi Philippe Birnbaum Robert Bitariho Pascal Boeckx Frans Bongers Olivier Bouriaud Pedro H. S. Brancalion Susanne Brandl Francis Q. Brearley Roel Brienen Eben N. Broadbent Helge Bruelheide Filippo Bussotti Roberto Cazzolla Gatti Ricardo G. César Goran Češljar Robin L. Chazdon Han Y. H. Chen Chelsea Chisholm Hyunkook Cho Emil Cienciala Connie J. Clark David B. Clark Gabriel Dalla Colletta David A. Coomes Fernando Cornejo Valverde José Javier Corral‐Rivas Philip M. Crim Jonathan Cumming Selvadurai Dayanandan André Luís de Gasper Mathieu Decuyper Géraldine Derroire Ben DeVries Ilija Djordjević Jiří Doležal Aurélie Dourdain Nestor Laurier Engone Obiang Brian J. Enquist Teresa J. Eyre Adandé Belarmain Fandohan Tom M. Fayle Ted R. Feldpausch Leandro Valle Ferreira Leena Finér Markus Fischer Christine Fletcher Lorenzo Frizzera Damiano Gianelle Henry B. Glick David J. Harris Andy Hector Andreas Hemp Geerten Hengeveld Bruno Hérault John Herbohn Annika Hillers Eurídice N. Honorio Coronado Cang Hui Thomas Ibanez Nobuo Imai Andrzej M. Jagodziński

Abstract Forests are a substantial terrestrial carbon sink, but anthropogenic changes in land use and climate have considerably reduced the scale of this system 1 . Remote-sensing estimates to quantify losses from global forests 2–5 characterized by considerable uncertainty we lack comprehensive ground-sourced evaluation benchmark these estimates. Here combine several 6 satellite-derived approaches 2,7,8 evaluate forest potential outside agricultural urban lands. Despite regional variation,...

10.1038/s41586-023-06723-z article EN cc-by Nature 2023-11-13

Over the past decade, several global maps of above-ground biomass (AGB) have been produced, but they exhibit significant differences that reduce their value for climate and carbon cycle modelling, also national estimates forest stocks changes. The number such is anticipated to increase because new satellite missions dedicated measuring AGB. Objective consistent methods estimate accuracy uncertainty AGB are therefore urgently needed. This paper develops demonstrates a framework aimed at...

10.1016/j.rse.2022.112917 article EN cc-by Remote Sensing of Environment 2022-02-09
Camille S. Delavaux Thomas W. Crowther Constantin M. Zohner Niamh M. Robmann T. Bruce Lauber and 95 more Johan van den Hoogen Sara E. Kuebbing Jingjing Liang Sergio de‐Miguel G.J. Nabuurs Peter B. Reich Meinrad Abegg Yves C. Adou Yao Giorgio Alberti Angélica M. Almeyda Zambrano Braulio Vílchez Alvarado Esteban Álvarez‐Dávila Patricia Álvarez-Loayza Luciana F. Alves Christian Ammer Clara Antón‐Fernández Alejandro Araujo‐Murakami Luzmila Arroyo Valerio Avitabile Gerardo A. Aymard C. Timothy R. Baker Radomir Bałazy Olaf Bánki Jorcely Barroso Meredith L. Bastian Jean‐François Bastin Luca Birigazzi Philippe Birnbaum Robert Bitariho Pascal Boeckx Frans Bongers Olivier Bouriaud Pedro H. S. Brancalion Susanne Brandl Roel Brienen Eben N. Broadbent Helge Bruelheide Filippo Bussotti Roberto Cazzolla Gatti Ricardo G. César Goran Češljar Robin L. Chazdon Han Y. H. Chen Chelsea Chisholm Hyunkook Cho Emil Cienciala Connie J. Clark David B. Clark Gabriel Dalla Colletta David A. Coomes Fernando Cornejo Valverde José Javier Corral‐Rivas Philip M. Crim Jonathan Cumming Selvadurai Dayanandan André Luís de Gasper Mathieu Decuyper Géraldine Derroire Ben DeVries Ilija Djordjević Jiří Doležal Aurélie Dourdain Nestor Laurier Engone Obiang Brian J. Enquist Teresa J. Eyre Adandé Belarmain Fandohan Tom M. Fayle Ted R. Feldpausch Leandro Valle Ferreira Markus Fischer Christine Fletcher Lorenzo Frizzera Javier G. P. Gamarra Damiano Gianelle Henry B. Glick David J. Harris Andy Hector Andreas Hemp Geerten Hengeveld Bruno Hérault John Herbohn Martin Herold Annika Hillers Eurídice N. Honorio Coronado Cang Hui Thomas Ibanez Iêda Leão do Amaral Nobuo Imai Andrzej M. Jagodziński Bogdan Jaroszewicz Vivian Kvist Johannsen Carlos Alfredo Joly Tommaso Jucker Ilbin Jung Viktor Karminov

Determining the drivers of non-native plant invasions is critical for managing native ecosystems and limiting spread invasive species1,2. Tree in particular have been relatively overlooked, even though they potential to transform economies3,4. Here, leveraging global tree databases5-7, we explore how phylogenetic functional diversity communities, human pressure environment influence establishment species subsequent invasion severity. We find that anthropogenic factors are key predicting...

10.1038/s41586-023-06440-7 article EN cc-by Nature 2023-08-23

Abstract Decades of theory and empirical studies have demonstrated links between biodiversity ecosystem functioning, yet the putative processes that underlie these patterns remain elusive. This is especially true for forest ecosystems, where functional traits plant species are challenging to quantify. We analyzed 74,563 inventory plots span 35 ecoregions in contiguous USA found ~77% mixed mycorrhizal were more productive than either arbuscular or ectomycorrhizal fungal-associated tree...

10.1038/s41467-023-36888-0 article EN cc-by Nature Communications 2023-03-13

Abstract Forest carbon sequestration capacity in China remains uncertain due to underrepresented tree demographic dynamics and overlooked of harvest impacts. In this study, we employ a process-based biogeochemical model make projections by using national forest inventories, covering approximately 415,000 permanent plots, revealing an expansion biomass stock 13.6 ± 1.5 Pg C from 2020 2100, with additional sink through augmentation wood product pool (0.6-2.0 C) spatiotemporal optimization...

10.1038/s41467-024-47143-5 article EN cc-by Nature Communications 2024-04-11

Tropical deforestation drivers are complex and can change rapidly in periods of profound societal transformation, such as those during a pandemic. Evidence suggests that the COVID-19 pandemic has spurred illegal, opportunistic forest clearing tropical countries, threatening ecosystems their resident human communities. A total 9583 km2 alerts from Global Land Analysis & Discovery (GLAD) were detected across global tropics first month following implementation confinement measures local...

10.1016/j.pecon.2020.09.006 article EN cc-by-nc-nd Perspectives in Ecology and Conservation 2020-09-30

10.1016/j.scitotenv.2018.10.222 article EN The Science of The Total Environment 2018-10-16

Treeline shift and tree growth often respond to climatic changes it is critical identify quantify their dynamics. Some regions are particularly sensitive climate change the Altai Mountains, located in Central East Asia, showing unequivocal signs. The mean annual temperature area has increased by 1.3-1.7 °C last century. As this mountain range ancient protected forests on alpine slopes, we focus determining treeline structure We integrated situ fine-scale allometric data with analyses from...

10.1038/s41598-019-44188-1 article EN cc-by Scientific Reports 2019-05-22

Hydrogen peroxide (H2O2) is an important product of oxygen metabolism and plays a crucial role in regulating variety cellular functions. Fluorescent probes have made great contribution to our understanding the biological endogenous H2O2. However, fluorescent for H2O2 featuring aryl boronates can suffer from moderate turn-on fluorescence responses. Strategies that reduce background these boronate-masked would significantly improve sensitivity detection. In this work, we propose general...

10.1021/acs.analchem.9b01294 article EN Analytical Chemistry 2019-04-25
Jingjing Liang Javier G. P. Gamarra Nicolas Picard Mo Zhou Bryan C. Pijanowski and 95 more Douglass F. Jacobs Peter B. Reich Thomas W. Crowther G.J. Nabuurs Sergio de‐Miguel Jingyun Fang Christopher W. Woodall Jens‐Christian Svenning Tommaso Jucker Jean‐François Bastin Susan K. Wiser Ferry Slik Bruno Hérault Giorgio Alberti Gunnar Keppel Geerten Hengeveld Pierre L. Ibisch Carlos Alberto Silva Hans ter Steege Pablo Luís Peri David A. Coomes Eric B. Searle Klaus von Gadow Bogdan Jaroszewicz Akane Abbasi Meinrad Abegg Yves C. Adou Yao Jesús Aguirre‐Gutiérrez Angélica M. Almeyda Zambrano Jan Altman Esteban Álvarez‐Dávila Juan Gabriél Álvarez‐González Luciana F. Alves Bienvenu H.K. Amani Christian Amani Christian Ammer Bhély Angoboy Ilondea Clara Antón‐Fernández Valerio Avitabile Gerardo A. Aymard C. Akomian Fortuné Azihou Johan A. Baard Timothy R. Baker Radomir Bałazy Meredith L. Bastian Rodrigue Batumike Marijn Bauters Hans Beeckman Nithanel Mikael Hendrik Benu Robert Bitariho Pascal Boeckx Jan Bogaert Frans Bongers Olivier Bouriaud Pedro H. S. Brancalion Susanne Brandl Francis Q. Brearley Jaime Briseno-Reyes Eben N. Broadbent Helge Bruelheide Erwin Bulte Ann Christine Catlin Roberto Cazzolla Gatti Ricardo G. César Han Y. H. Chen Chelsea Chisholm Emil Cienciala Gabriel Dalla Colletta José Javier Corral‐Rivas Aníbal Cuchietti Aida Cuní‐Sanchez Javid Ahmad Dar Selvadurai Dayanandan Thalès de Haulleville Mathieu Decuyper Sylvain Delabye Géraldine Derroire Ben DeVries John Diisi Tran Van Do Jiří Doležal Aurélie Dourdain Graham Durrheim Nestor Laurier Engone Obiang Corneille E. N. Ewango Teresa J. Eyre Tom M. Fayle Lethicia Flavine N. Feunang Leena Finér Markus Fischer Jonas Fridman Lorenzo Frizzera André Luís de Gasper Damiano Gianelle Henry B. Glick

10.1038/s41559-022-01831-x article EN Nature Ecology & Evolution 2022-08-08

Abstract Enhancing tree diversity may be important to fostering resilience drought‐related climate extremes. So far, little attention has been given whether can increase the survival of trees and reduce its variability in young forest plantations. We conducted an analysis seedling sapling from 34 globally distributed experiments (363,167 trees, 168 species, 3744 plots, 7 biomes) answer two questions: (1) Do drought alter mean plot‐level survival, with higher less variable as increases? (2)...

10.1111/1365-2745.14294 article EN Journal of Ecology 2024-04-08

A series of new dispiro[fluorene-9',6,9'',12-indeno[1,2b]fluorenes] (DSF-IFs) has been synthesised. These building blocks for blue-light-emitting devices and electroactive polymers combine indenofluorene (IF) spirobifluorene (SBF) properties. We report here our synthetic investigations towards these structures their thermal, structural, photophysical electrochemical properties have compared to those IF SBF. also the anodic oxidation DSF-IFs that leads formation non-soluble transparent...

10.1002/chem.200701036 article EN Chemistry - A European Journal 2007-11-19

Significance International society has made a commitment to mainstreaming biodiversity conservation into broader socioeconomic development, but an incomplete theoretical basis translates lack of practical applications, especially regarding how individual plant productivity changes in response the overall species loss. In this study, we developed niche–efficiency theory address two mechanisms behind effects on productivity. Supported by empirical evidence at level, our facilitates adaptive...

10.1073/pnas.1409853112 article EN public-domain Proceedings of the National Academy of Sciences 2015-04-21

Continuous integration (CI) development environments allow software engineers to frequently integrate and test their code. While CI provide advantages, they also utilize non-trivial amounts of time resources. To address this issue, researchers have adapted techniques for case prioritization (TCP) environments. date, however, the considered operated on suites, not achieved substantial improvements. Moreover, can be inappropriate apply when system build costs are high. In work we explore an...

10.1145/3180155.3180213 article EN Proceedings of the 44th International Conference on Software Engineering 2018-05-27
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