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Dey R, Sharma SB, Thakkar MG, Sarangi RK, Chowdhury A, Naz A. Phosphorus transitions driven by cyclone biparjoy linked middle east North Africa (MENA) and Indian Thar Desert dust storm pathways in Asia's largest grassland. Sci Rep 2025; 15:4321. [PMID: 39910172 PMCID: PMC11799440 DOI: 10.1038/s41598-024-84634-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Accepted: 12/25/2024] [Indexed: 02/07/2025] Open
Abstract
Phosphorus (P) is an important nutrient for terrestrial ecosystems like grassland and plays a critical role in influencing primary productivity and hence ecosystem dynamics. The deposition of airborne dust, particularly from arid and semiarid regions, has been recognised as a significant source of phosphorus input in distant ecosystems. The study area, the Banni grassland, is a semiarid ecosystem with a unique geological history that has experienced degradation for various natural and anthropogenic reasons. It is located in the arid tract of western India. Soil samples were collected from 10 × 10 km grid locations in the grassland before, 48 h after, and 20 days after a cyclonic storm, Biparjoy, which hit the region in June 2023. Statistical analyses (Shapiro‒Wilk normality and Kruskal-Wallis H test) were performed on the data to assess the differences in phosphorus concentrations in terms of PAC (Phosphorus Activation Coefficient) among the phases. To examine the long-range transport of dust-borne phosphorus and its subsequent deposition in the target grassland, we employed an interdisciplinary approach that integrated satellite imagery and ground-based measurements. Spatial and temporal variations in dust emissions were assessed using satellite remote sensing data, while ground truthing was performed for phosphorus content analysis using standard protocols. The aerosol data from MERRA-2 for the past 40 years were used to examine the relationships between aerosol concentrations and wind direction and speed. Our findings revealed that the Middle East, North Africa, and Thar Desert significantly contributed to phosphorus deposition in the target grassland during specific seasons. The SW cyclone 'Biparjoy', which followed the same track of aerosol loading (MENA), made landfall in this zone (June 16, 2023) and affected the P depositional patterns. The pre-cyclone, post-cyclone and 20 DAC (days after cyclone) had AP values of 15.15, 22.54 and 24.06, respectively. However, the TP values were 45.81 ± SE = 1.73, 60.95 ± SE = 1.39 and 61.98 ± SE = 1.40, respectively. The highest TP values were in phase 3 (20 DAC phase) (61.89 ± SE = 1.40). Similarly, the transformation of locked forms of P to bioavailable forms was coincidental with higher PSM (Phosphate Solubilising Microorganisms) in soil samples. Dust storms and other atmospheric circulation patterns were found to play pivotal roles in facilitating the long-range transport of phosphorus-laden dust particles from these source regions to the target grassland. Ultimately, our research contributes to the broader understanding of global nutrient cycling and land‒air interactions, enabling informed decision-making for the conservation and sustainable management of terrestrial ecosystems.
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Affiliation(s)
- Rupak Dey
- Department of Earth and Environmental Science, KSKV Kachchh University, Mundra Road, Bhuj, Kachchh, Gujarat, 370001, India.
| | - Seema B Sharma
- Department of Earth and Environmental Science, KSKV Kachchh University, Mundra Road, Bhuj, Kachchh, Gujarat, 370001, India.
| | - Mahesh G Thakkar
- Birbal Sahni Institute of Palaeosciences, 53 University Road, Lucknow, 226007, India
| | | | - Abhiroop Chowdhury
- Jindal School of Environment and Sustainability, O.P. Jindal Global University, Sonipat, Haryana, India
| | - Aliya Naz
- Jindal School of Liberal Arts and Humanities, O.P. Jindal Global University, Sonipat, Haryana, India
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Munroe JS, Carling GT, Perry KD, Fernandez DP, Mallia DV. Mixing of natural and urban dust along the Wasatch Front of northern Utah, USA. Sci Rep 2025; 15:3851. [PMID: 39890918 PMCID: PMC11785936 DOI: 10.1038/s41598-025-88529-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Accepted: 01/29/2025] [Indexed: 02/03/2025] Open
Abstract
Understanding the composition and transport of mineral dust is essential for assessing its environmental and health impacts. We investigated the properties of mineral dust along the urbanized Wasatch Front in northern Utah (USA), comparing it with natural dust collected from upwind locations in the arid Great Basin. Using physical and geochemical analyses, we identified significant differences between urban and natural dust that are not attributable to the intervening landscapes. These differences arise from the mixing of natural dust with local anthropogenic materials, including sediments from the Great Salt Lake playa conditioned by over a century of urban activity. This urban-influenced dust is transported downwind, where it may contribute to elevated levels of cadmium, copper, and zinc in streams of downwind mountain watersheds. These findings underscore the far-reaching impact of urban dust on critical ecosystems and highlight the need for integrated management strategies to mitigate dust-related environmental consequences.
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Affiliation(s)
- Jeffrey S Munroe
- Department of Earth and Climate Sciences, Middlebury College, Middlebury, 05753, USA.
| | - Gregory T Carling
- Department of Geological Sciences, Brigham Young University, Provo, UT, 84602, USA
| | - Kevin D Perry
- Department of Atmospheric Science, University of Utah, Salt Lake City, UT, 84112, USA
| | - Diego P Fernandez
- Department of Geology and Geophysics, University of Utah, Salt Lake City, UT, USA
| | - Derek V Mallia
- Department of Atmospheric Science, University of Utah, Salt Lake City, UT, 84112, USA
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Karlstrom L, Klema N, Grant GE, Finn C, Sullivan PL, Cooley S, Simpson A, Fasth B, Cashman K, Ferrier K, Ball L, McKay D. State shifts in the deep Critical Zone drive landscape evolution in volcanic terrains. Proc Natl Acad Sci U S A 2025; 122:e2415155122. [PMID: 39805016 PMCID: PMC11760917 DOI: 10.1073/pnas.2415155122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Accepted: 12/02/2024] [Indexed: 01/16/2025] Open
Abstract
Volcanic provinces are among the most active but least well understood landscapes on Earth. Here, we show that the central Cascade arc, USA, exhibits systematic spatial covariation of topography and hydrology that are linked to aging volcanic bedrock, suggesting systematic controls on landscape evolution. At the Cascade crest, a locus of Quaternary volcanism, water circulates deeply through the upper [Formula: see text]1 km of crust but transitions to shallow and dominantly horizontal flow as rocks age away from the arc front. We argue that this spatial pattern reflects a temporal state shift in the deep Critical Zone. Chemical weathering at depth, surface particulate deposition, and tectonic forcing drive landscapes away from an initial state with minimal topographic dissection, large vertical hydraulic conductivity, abundant lakes, and muted hydrographs toward a state of deep fluvial dissection, small vertical hydraulic conductivity, few lakes, and flashy hydrographs. This state shift has major implications for regional water resources. Drill hole temperature profiles imply at least [Formula: see text] km[Formula: see text] of active groundwater currently stored at the Cascade Range crest, with discharge variability a strong function of bedrock age. Deeply circulating groundwater also impacts volcanism, and Holocene High Cascades eruptions reflect explosive magma-water interactions that increase regional volcanic hazard potential. We propose that a Critical Zone state shift drives volcanic landscape evolution in wet climates and represents a framework for understanding interconnected solid earth dynamics and climate in these terrains.
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Affiliation(s)
- Leif Karlstrom
- Department of Earth Sciences, University of Oregon, Eugene, OR97403
| | - Nathaniel Klema
- Department of Physics and Engineering, Fort Lewis College, Durango, CO81301
| | - Gordon E. Grant
- Pacific Northwest Research Station, United States Forest Service, Corvallis, OR87331
- College of Earth, Ocean, and Atmospheric Sciences, Oregon State University, Corvallis, OR97331
| | - Carol Finn
- Geology, Geophysics, Geochemistry Science Center, United States Geological Survey, Denver, CO80225
| | - Pamela L. Sullivan
- College of Earth, Ocean, and Atmospheric Sciences, Oregon State University, Corvallis, OR97331
| | - Sarah Cooley
- Nicholas School of the Environment, Duke University, Durham, NC27302
- Department of Geography, University of Oregon, Eugene, OR97403
| | - Alex Simpson
- Department of Earth Sciences, University of Oregon, Eugene, OR97403
| | - Becky Fasth
- College of Earth, Ocean, and Atmospheric Sciences, Oregon State University, Corvallis, OR97331
| | | | - Ken Ferrier
- Department of Geoscience, University of Wisconsin, Madison, WI53706
| | - Lyndsay Ball
- Geology, Geophysics, Geochemistry Science Center, United States Geological Survey, Denver, CO80225
| | - Daniele McKay
- Department of Earth Sciences, University of Oregon, Eugene, OR97403
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Zhang L, Wang Z, He Z, Ma X, Ma B, Tian J, He J. Effects of gravel-sand and plastic film mulching on soil water and temperature retention in cold and arid regions without irrigation. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 934:173350. [PMID: 38772481 DOI: 10.1016/j.scitotenv.2024.173350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 05/02/2024] [Accepted: 05/17/2024] [Indexed: 05/23/2024]
Abstract
Gravel-sand mulch (GSM) and plastic film mulch (PFM) are important ways of farming in cold and arid regions without irrigation. Nevertheless, there has been a lack of studies of the system response to live weather conditions. To quantify the effects of GSM and PFM on soil moisture and temperature retention, in-situ monitoring experiments were carried out in the arid belt of central Ningxia, China, using continuous monitoring of the field soil water and meteorological conditions at a 30-mimute time-step under three treatments: a bare soil (CK), soil covered by a layer of GSM, and soil covered by GSM and a layer of plastic film (i.e., GSM + PFM). Results show that: (1) With a limited precipitation of 221 mm during the growing season, the average volumetric soil water content (SWC) in the top 30-cm soil layer was lowest for CK, medium high for GSM, and highest for GSM + PFM. Compared to CK, the soil water storage increased by 54 % under GSM and 75.2 % under GSM + PFM; (2) The most frequently occurring low-intensity rainfalls are more efficiently stored in soil under GSM + PFM; (3) Similarly, the soil temperature was significantly increased under GSM and GSM + PFM conditions. Compared to CK, the average soil temperature in the top 5-cm layer increased by 2.5 °C under GSM and 4.8 °C under GSM + PFM during the germination period, which had effectively extended the growing season for about 30 and 50 days, respectively; (4) Although dewfall is only 4 % of rainfall, the total number of dew day was more than twice that of rain day. Thus, dewfall is a more frequent and dependable source of water for native plants and animals. Our results demonstrate that the benefits of GSM and PFM can be applied globally where either insufficient rainfall or low temperatures are limiting factors.
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Affiliation(s)
- Luyao Zhang
- School of Civil and Hydraulic Engineering, Ningxia University, Yinchuan 750021, China
| | - Zhi Wang
- Department of Earth and Environmental Sciences, California State University, Fresno 93740, USA.
| | - Zili He
- College of Water Resources and Architectural Engineering, Northwest A&F University, Yangling 712100, Shanxi, China
| | - Xiaojuan Ma
- School of Civil and Hydraulic Engineering, Ningxia University, Yinchuan 750021, China
| | - Bo Ma
- School of Civil and Hydraulic Engineering, Ningxia University, Yinchuan 750021, China; Engineering Technology Research Center of Water Saving and Water Resource Regulation in Ningxia, Yinchuan 750021, China.
| | - Juncang Tian
- School of Civil and Hydraulic Engineering, Ningxia University, Yinchuan 750021, China; Engineering Technology Research Center of Water Saving and Water Resource Regulation in Ningxia, Yinchuan 750021, China
| | - Jinyu He
- School of Civil and Hydraulic Engineering, Ningxia University, Yinchuan 750021, China; Engineering Research Center for Efficient Utilization of Modern Agricultural Water Resources in Arid Regions, Ministry of Education, Yinchuan 750021, China
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Starr M, Klein T, Gross A. Direct foliar acquisition of desert dust phosphorus fertilizes forest trees despite reducing photosynthesis. TREE PHYSIOLOGY 2023; 43:794-804. [PMID: 36795040 DOI: 10.1093/treephys/tpad012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 01/31/2023] [Indexed: 05/13/2023]
Abstract
Phosphorus (P) availability to forest trees is often limited by local soil conditions that increase its fixation to soil minerals. In certain regions, atmospheric-P inputs can compensate for low soil-P availability. Among atmospheric-P sources, desert dust is the most dominant. However, the effects of desert dust on P nutrition and its uptake mechanisms by forest trees are currently unknown. We hypothesized that forest trees that naturally grow on P-poor soils or soils with high soil-P fixation capacity can acquire P from desert dust deposited on their leaves via direct foliar uptake, bypassing the soil, thus promoting tree growth and productivity. We performed a controlled greenhouse experiment with three forest tree species: Palestine Oak (Quercus calliprinos) and Carob (Ceratonia siliqua), native to the NE edge of the Saharan desert, and Brazilian peppertree (Schinus terebinthifolius), native to the Atlantic Forest in Brazil, which is located on the western part of the trans-Atlantic Saharan dust route. To simulate natural dust deposition events, the trees had desert dust applied directly upon their foliage and were monitored for growth and final biomass, P levels, leaf surface pH and the rate of photosynthesis. The dust treatment increased the P concentration significantly by 33-37% in Ceratonia and Schinus trees. On the other hand, trees that received the dust displayed a 17-58% reduction in biomass, probably related to particle coverage of the leaf surface that inhibited photosynthesis by 17-30%. Overall, our findings show that direct P uptake from desert dust can be an alternative P uptake pathway for multiple tree species under P-deficient conditions, with implications for forest trees' P economy.
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Affiliation(s)
- Maya Starr
- The Department of Geography and Environmental Development, Ben Gurion University of the Negev, David Ben Gurion Blvd 1, Be'er Sheva, P.O.B. 653, Israel
- The Department of Plant and Environmental Sciences, Weizmann Institute of Science, Herzl St 234, Rehovot, P.O.B 26, Israel
| | - Tamir Klein
- The Department of Plant and Environmental Sciences, Weizmann Institute of Science, Herzl St 234, Rehovot, P.O.B 26, Israel
| | - Avner Gross
- The Department of Geography and Environmental Development, Ben Gurion University of the Negev, David Ben Gurion Blvd 1, Be'er Sheva, P.O.B. 653, Israel
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6
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Biddle TA, Yisrael K, Drover R, Li Q, Maltz MR, Topacio TM, Yu J, Del Castillo D, Gonzales D, Freund HL, Swenson MP, Shapiro ML, Botthoff JK, Aronson E, Cocker DR, Lo DD. Aerosolized aqueous dust extracts collected near a drying lake trigger acute neutrophilic pulmonary inflammation reminiscent of microbial innate immune ligands. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 858:159882. [PMID: 36334668 DOI: 10.1016/j.scitotenv.2022.159882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 10/25/2022] [Accepted: 10/28/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND A high incidence of asthma is prevalent among residents near the Salton Sea, a large inland terminal lake in southern California. This arid region has high levels of ambient particulate matter (PM); yet while high PM levels are often associated with asthma in many environments, it is possible that the rapidly retreating lake, and exposed playa or lakebed, may contribute components with a specific role in promoting asthma symptoms. OBJECTIVES Our hypothesis is that asthma may be higher in residents closest to the Salton Sea due to chronic exposures to playa dust. Playa emissions may be concentrating dissolved material from the lake, with microbial components capable of inducing pulmonary innate immune responses. To test this hypothesis, we used a mouse model of aerosol exposures to assess the effects of playa dust. METHODS From dust collected around the Salton Sea region, aqueous extracts were used to generate aerosols, which were injected into an environmental chamber for mouse exposure studies. We compared the effects of exposure to Salton Sea aerosols, as well as to known immunostimulatory reference materials. Acute 48-h and chronic 7-day exposures were compared, with lungs analyzed for inflammatory cell recruitment and gene expression. RESULTS Dust from sites nearest to the Salton Sea triggered lung neutrophil inflammation that was stronger at 48-h but reduced at 7-days. This acute inflammatory profile and kinetics resembled the response to innate immune ligands LTA and LPS while distinct from the classic allergic response to Alternaria. CONCLUSION Lung inflammatory responses to Salton Sea dusts are similar to acute innate immune responses, raising the possibility that microbial components are entrained in the dust, promoting inflammation. This effect highlights the health risks at drying terminal lakes from inflammatory components in dust emissions from exposed lakebed.
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Affiliation(s)
- Trevor A Biddle
- Division of Biomedical Sciences, University of California, Riverside School of Medicine, Riverside, CA, USA; BREATHE Center, University of California, Riverside, Riverside, CA, USA; Center for Health Disparities Research, University of California, Riverside, Riverside, CA, USA
| | - Keziyah Yisrael
- Division of Biomedical Sciences, University of California, Riverside School of Medicine, Riverside, CA, USA; BREATHE Center, University of California, Riverside, Riverside, CA, USA; Center for Health Disparities Research, University of California, Riverside, Riverside, CA, USA
| | - Ryan Drover
- Department of Chemical and Environmental Engineering, University of California, Riverside, Riverside, CA, USA; College of Engineering-Center for Environmental Research and Technology (CE-CERT), University of California, Riverside, Riverside, CA, USA
| | - Qi Li
- Department of Chemical and Environmental Engineering, University of California, Riverside, Riverside, CA, USA; College of Engineering-Center for Environmental Research and Technology (CE-CERT), University of California, Riverside, Riverside, CA, USA
| | - Mia R Maltz
- Division of Biomedical Sciences, University of California, Riverside School of Medicine, Riverside, CA, USA; BREATHE Center, University of California, Riverside, Riverside, CA, USA; Center for Conservation Biology, University of California, Riverside, Riverside, CA, USA
| | - Talyssa M Topacio
- Department of Microbiology, University of California, Riverside, Riverside, CA, USA
| | - Jasmine Yu
- School of Medicine, University of California, Riverside, Riverside, CA, USA
| | - Diana Del Castillo
- Division of Biomedical Sciences, University of California, Riverside School of Medicine, Riverside, CA, USA; BREATHE Center, University of California, Riverside, Riverside, CA, USA; Center for Health Disparities Research, University of California, Riverside, Riverside, CA, USA
| | - Daniel Gonzales
- Department of Chemical and Environmental Engineering, University of California, Riverside, Riverside, CA, USA; College of Engineering-Center for Environmental Research and Technology (CE-CERT), University of California, Riverside, Riverside, CA, USA
| | - Hannah L Freund
- Department of Microbiology, University of California, Riverside, Riverside, CA, USA
| | - Mark P Swenson
- Department of Microbiology, University of California, Riverside, Riverside, CA, USA
| | - Malia L Shapiro
- Division of Biomedical Sciences, University of California, Riverside School of Medicine, Riverside, CA, USA; Center for Health Disparities Research, University of California, Riverside, Riverside, CA, USA
| | - Jon K Botthoff
- Center for Conservation Biology, University of California, Riverside, Riverside, CA, USA
| | - Emma Aronson
- Center for Health Disparities Research, University of California, Riverside, Riverside, CA, USA; Department of Microbiology, University of California, Riverside, Riverside, CA, USA
| | - David R Cocker
- Department of Chemical and Environmental Engineering, University of California, Riverside, Riverside, CA, USA; College of Engineering-Center for Environmental Research and Technology (CE-CERT), University of California, Riverside, Riverside, CA, USA
| | - David D Lo
- Division of Biomedical Sciences, University of California, Riverside School of Medicine, Riverside, CA, USA; BREATHE Center, University of California, Riverside, Riverside, CA, USA; Center for Health Disparities Research, University of California, Riverside, Riverside, CA, USA.
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Struve T, Longman J, Zander M, Lamy F, Winckler G, Pahnke K. Systematic changes in circumpolar dust transport to the Subantarctic Pacific Ocean over the last two glacial cycles. Proc Natl Acad Sci U S A 2022; 119:e2206085119. [PMID: 36399546 PMCID: PMC9704702 DOI: 10.1073/pnas.2206085119] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Accepted: 10/03/2022] [Indexed: 03/22/2025] Open
Abstract
The input of the soluble micronutrients iron (Fe) and/or manganese (Mn) by mineral dust stimulates net primary productivity in the Fe/Mn-deficient Southern Ocean. This mechanism is thought to increase carbon export, thus reducing atmospheric CO2 during the Pleistocene glacial cycles. Yet, relatively little is known about changes in the sources and transport pathways of Southern Hemisphere dust over glacial cycles. Here, we use the geochemical fingerprint of the dust fraction in marine sediments and multiisotope mixture modeling to identify changes in dust transport to the South Pacific Subantarctic Zone (SAZ). Our data show that dust from South America dominated the South Pacific SAZ during most of the last 260,000 a with maximum contributions of up to ∼70% in the early part of the glacial cycles. The enhanced dust-Fe fluxes of the latter parts of the glacial cycles show increased contributions from Australia and New Zealand, but South American dust remains the dominant component. The systematic changes in dust provenance correspond with grain size variations, consistent with the circumpolar transport of dust by the westerly winds. Maximum contributions of dust from more proximal sources in Australia and New Zealand (up to ∼63%) paired with a finer dust grain size indicate reduced westerly wind speeds over the South Pacific SAZ during deglacial and peak interglacial intervals. These quantitative dust provenance changes provide source-specific dust-Fe fluxes in the South Pacific SAZ and show how their systematic changes in magnitude and timing influence the Southern Ocean dust-Fe feedback on glacial-interglacial to millennial time scales.
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Affiliation(s)
- Torben Struve
- Marine Isotope Geochemistry, Institute for Chemistry and Biology of the Marine Environment (ICBM), University of Oldenburg, 26129 Oldenburg, Germany
| | - Jack Longman
- Marine Isotope Geochemistry, Institute for Chemistry and Biology of the Marine Environment (ICBM), University of Oldenburg, 26129 Oldenburg, Germany
| | - Martin Zander
- Marine Isotope Geochemistry, Institute for Chemistry and Biology of the Marine Environment (ICBM), University of Oldenburg, 26129 Oldenburg, Germany
| | - Frank Lamy
- Department of Marine Geology, Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, 27568 Bremerhaven, Germany
| | - Gisela Winckler
- Lamont-Doherty Earth Observatory of Columbia University, Palisades, NY 10964
- Department of Earth and Environmental Sciences, Columbia University, NY 10027
| | - Katharina Pahnke
- Marine Isotope Geochemistry, Institute for Chemistry and Biology of the Marine Environment (ICBM), University of Oldenburg, 26129 Oldenburg, Germany
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Munroe JS. Relation between regional drought and mountain dust deposition revealed by a 10-year record from an alpine critical zone. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 844:156999. [PMID: 35777573 DOI: 10.1016/j.scitotenv.2022.156999] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 06/22/2022] [Accepted: 06/23/2022] [Indexed: 06/15/2023]
Abstract
Mineral dust was collected with a network of passive samplers in the Uinta Mountains (Utah, USA) over a 10-year period to evaluate the relation between regional drought and dust deposition. A total of 72 samples from eight collectors were analyzed for flux, grain size distribution, mineralogy, geochemistry, and their Sr and Nd isotopic fingerprint. The dust is primarily very fine silt, with an average median grain size of 11.6 μm. The clay minerals illite and kaolinite are common in the dust, along with quartz, potassium feldspar, and plagioclase. The most abundant elements (after Si) are Al > Fe > K > Ca > Mg > Ti. The trace elements Cd, Sn, Sb, Zn, Cu, As, and Pb are present at abundances greatly in excess of normal levels in upper crustal rocks. Dust fluxes average 14.4 mg/m2/day, generally decrease at higher elevations and toward the eastern end of the range, and are significantly higher in summer. Annual fluxes range from 1.4 to 5.8 g/m2/yr with a decadal average of 3.4 g/m2/yr. Rates of dust deposition are significantly correlated with regional drought severity from the Standardized Precipitation-Evapotranspiration Index (SPEI) for the southwestern US over 2, 3, and 6-month time scales. Previous work has demonstrated a connection between drought in the southwestern US and the abundance of fine (PM2.5) material aloft. This work is the first to use long-term monitoring of annual dust deposition to confirm that the flux of silt-sized dust to mountain ecosystems is significantly correlated with regional drought severity.
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Affiliation(s)
- Jeffrey S Munroe
- Geology Department, Middlebury College, Middlebury, VT 05753, USA.
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Maltz MR, Carey CJ, Freund HL, Botthoff JK, Hart SC, Stajich JE, Aarons SM, Aciego SM, Blakowski M, Dove NC, Barnes ME, Pombubpa N, Aronson EL. Landscape Topography and Regional Drought Alters Dust Microbiomes in the Sierra Nevada of California. Front Microbiol 2022; 13:856454. [PMID: 35836417 PMCID: PMC9274194 DOI: 10.3389/fmicb.2022.856454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 03/22/2022] [Indexed: 11/13/2022] Open
Abstract
Dust provides an ecologically significant input of nutrients, especially in slowly eroding ecosystems where chemical weathering intensity limits nutrient inputs from underlying bedrock. In addition to nutrient inputs, incoming dust is a vector for dispersing dust-associated microorganisms. While little is known about dust-microbial dispersal, dust deposits may have transformative effects on ecosystems far from where the dust was emitted. Using molecular analyses, we examined spatiotemporal variation in incoming dust microbiomes along an elevational gradient within the Sierra Nevada of California. We sampled throughout two dry seasons and found that dust microbiomes differed by elevation across two summer dry seasons (2014 and 2015), which corresponded to competing droughts in dust source areas. Dust microbial taxa richness decreased with elevation and was inversely proportional to dust heterogeneity. Likewise, dust phosphorus content increased with elevation. At lower elevations, early season dust microbiomes were more diverse than those found later in the year. The relative abundances of microbial groups shifted during the summer dry season. Furthermore, mutualistic fungal diversity increased with elevation, which may have corresponded with the biogeography of their plant hosts. Although dust fungal pathogen diversity was equivalent across elevations, elevation and sampling month interactions for the relative abundance, diversity, and richness of fungal pathogens suggest that these pathogens differed temporally across elevations, with potential implications for humans and wildlife. This study shows that landscape topography and droughts in source locations may alter the composition and diversity of ecologically relevant dust-associated microorganisms.
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Affiliation(s)
- Mia R. Maltz
- Division of Biomedical Sciences, University of California, Riverside, Riverside, CA, United States
- Department of Microbiology and Plant Pathology, University of California, Riverside, Riverside, CA, United States
- Center for Conservation Biology, University of California, Riverside, Riverside, CA, United States
- BREATHE Center, University of California, Riverside, Riverside, CA, United States
| | - Chelsea J. Carey
- Point Blue Conservation Sciences, Petaluma, CA, United States
- Genetics, Genomics, and Bioinformatics Program, University of California, Riverside, Riverside, CA, United States
| | - Hannah L. Freund
- Genetics, Genomics, and Bioinformatics Program, University of California, Riverside, Riverside, CA, United States
| | - Jon K. Botthoff
- Center for Conservation Biology, University of California, Riverside, Riverside, CA, United States
| | - Stephen C. Hart
- Sierra Nevada Research Institute, University of California, Merced, Merced, CA, United States
- Department of Life and Environmental Sciences, University of California, Merced, Merced, CA, United States
| | - Jason E. Stajich
- Department of Microbiology and Plant Pathology, University of California, Riverside, Riverside, CA, United States
- Genetics, Genomics, and Bioinformatics Program, University of California, Riverside, Riverside, CA, United States
| | - Sarah M. Aarons
- Scripps Institution of Oceanography, University of California, San Diego, San Diego, CA, United States
| | - Sarah M. Aciego
- Department of Geology and Geophysics, University of Wyoming, Laramie, WY, United States
- Noctilucent Aviation, Bridgeport, TX, United States
| | - Molly Blakowski
- Department of Watershed Science, Utah State University, Logan, UT, United States
| | - Nicholas C. Dove
- Sierra Nevada Research Institute, University of California, Merced, Merced, CA, United States
- Environmental Systems Graduate Group, University of California, Merced, Merced, CA, United States
- Oak Ridge National Laboratory, Biosciences Division, Oak Ridge, TN, United States
| | - Morgan E. Barnes
- Sierra Nevada Research Institute, University of California, Merced, Merced, CA, United States
- Environmental Systems Graduate Group, University of California, Merced, Merced, CA, United States
- Pacific Northwest National Laboratory, Biological Sciences, Richland, WA, United States
| | - Nuttapon Pombubpa
- Department of Microbiology, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
| | - Emma L. Aronson
- Department of Microbiology and Plant Pathology, University of California, Riverside, Riverside, CA, United States
- Center for Conservation Biology, University of California, Riverside, Riverside, CA, United States
- BREATHE Center, University of California, Riverside, Riverside, CA, United States
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10
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Understanding Haze: Modeling Size-Resolved Mineral Aerosol from Satellite Remote Sensing. REMOTE SENSING 2022. [DOI: 10.3390/rs14030761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Mineral dust aerosols are composed of a complex mixture of silicates, carbonates, oxides, and sulfates. The minerals’ chemical composition and size distribution are vital parameters to evaluate dust environmental impacts. However, the quantification of minerals remains a challenge due to the sparse in situ measurements of dust samples. Here we derive the size-resolved mineralogical composition of airborne dust aerosols from MODIS (Terra and Aqua) satellite-acquired optical measurements and compare it with chemically analyzed elemental (Al, Fe, Ca, Mg) concentrations of aerosols for PM2.5 and PM10 from Chonburi, Chiang Rai, and Bangkok in Thailand, and from Singapore. MODIS-derived mineral retrievals exhibited high correlations with elemental concentrations with R2 ≥ 0.84 for PM2.5 and ≥0.96 for PM10. High mineral dust activity was detected in the vicinity of biomass-burning areas with gypsum and calcite exhibiting tracer characteristics of combustion. The spatiotemporal pattern of the MODIS-derived minerals matched with Ozone Monitoring Instrument (OMI)-derived dust, sulfates, and carbonaceous aerosols, indicating the model’s consistency. Variation in aerosol loading by ±90% led to deviation in the mineral concentration by <10%. An uncertainty of 6.4% between AERONET-measured and MODIS-derived AOD corresponds to a < ± 2% uncertainty in MODIS-derived mineral concentration, demonstrating the robustness of the model.
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11
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Chen S, Liu J, Wang X, Zhao S, Chen J, Qiang M, Liu B, Xu Q, Xia D, Chen F. Holocene dust storm variations over northern China: transition from a natural forcing to an anthropogenic forcing. Sci Bull (Beijing) 2021; 66:2516-2527. [PMID: 36654211 DOI: 10.1016/j.scib.2021.08.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Revised: 07/13/2021] [Accepted: 07/26/2021] [Indexed: 02/03/2023]
Abstract
Asian dust storms have long been a major environmental concern in China, affecting the lives of about one billion people. However, it is unclear whether the mechanisms responsible for Asian dust storms during the Holocene varied on different timescales, and thus it is unclear whether there was a shift from a natural forcing to an anthropogenic forcing of dust storms. We reconstructed a high-resolution Holocene record of dust storms from the sediments of an undisturbed alpine lake on the Chinese Loess Plateau. We found that Asian dust storm activity generally increased during the Holocene, with the largest fluctuations occurring during the past 2000 years. The increase in dust storm activity was in contrast to the decrease in East Asian winter monsoon (EAWM) intensity during the Holocene, indicating that the EAWM played a limited role in modulating dust storms. By contrast, the increase in dust storms corresponded to a decrease in EASM precipitation. This demonstrates that EASM precipitation was the dominant control of dust storm activity on a millennial timescale, because decreased EASM precipitation expanded the desert area and thus increased the dust storm activity. The increasing intensity of human activity in the region since the Bronze Age resulted in an acceleration of dust storm activity against the background of decreased EASM precipitation. As human disturbance continued to intensify, beginning at least at ~2 cal ka BP, increased dust storms were closely linked to increasing human populations in the dust source regions, and there is a strong temporal coherence between increased dust storms and higher EASM precipitation. This was completely different from when natural processes are dominant. During that period, fewer dust storms occurred during periods of a strengthened EASM. Therefore, there was a shift from a natural forcing to an anthropogenic forcing of dust storms on a multi-decadal to centennial timescale, and was a mode in which "human activity overtook the EASM as the dominant control of the Earth surface system".
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Affiliation(s)
- Shengqian Chen
- Key Laboratory of Western China's Environmental Systems (Ministry of Education), College of Earth and Environmental Science, Lanzhou University, Lanzhou 730000, China; Group of Alpine Paleoecology and Human Adaptation, State Key Laboratory of Tibetan Plateau Earth System, Resources and Environment, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing 100101, China
| | - Jianbao Liu
- Key Laboratory of Western China's Environmental Systems (Ministry of Education), College of Earth and Environmental Science, Lanzhou University, Lanzhou 730000, China; Group of Alpine Paleoecology and Human Adaptation, State Key Laboratory of Tibetan Plateau Earth System, Resources and Environment, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing 100101, China; Center for Excellence in Tibetan Plateau Earth Sciences, Chinese Academy of Sciences, Beijing 100101, China.
| | - Xin Wang
- Key Laboratory of Western China's Environmental Systems (Ministry of Education), College of Earth and Environmental Science, Lanzhou University, Lanzhou 730000, China
| | - Shuang Zhao
- College of Geography and Tourism, Qufu Normal University, Rizhao 276826, China
| | - Jianhui Chen
- Key Laboratory of Western China's Environmental Systems (Ministry of Education), College of Earth and Environmental Science, Lanzhou University, Lanzhou 730000, China
| | - Mingrui Qiang
- Key Laboratory of Western China's Environmental Systems (Ministry of Education), College of Earth and Environmental Science, Lanzhou University, Lanzhou 730000, China; School of Geography, South China Normal University, Guangzhou 510631, China
| | - Bing Liu
- Key Laboratory of Desert and Desertification, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Qinghai Xu
- College of Resources and Environment, Hebei Normal University, Shijiazhuang 050024, China
| | - Dunsheng Xia
- Key Laboratory of Western China's Environmental Systems (Ministry of Education), College of Earth and Environmental Science, Lanzhou University, Lanzhou 730000, China
| | - Fahu Chen
- Group of Alpine Paleoecology and Human Adaptation, State Key Laboratory of Tibetan Plateau Earth System, Resources and Environment, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing 100101, China; Center for Excellence in Tibetan Plateau Earth Sciences, Chinese Academy of Sciences, Beijing 100101, China; Key Laboratory of Western China's Environmental Systems (Ministry of Education), College of Earth and Environmental Science, Lanzhou University, Lanzhou 730000, China
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12
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Dove NC, Barnes ME, Moreland K, Graham RC, Berhe AA, Hart SC. Depth dependence of climatic controls on soil microbial community activity and composition. ISME COMMUNICATIONS 2021; 1:78. [PMID: 37938290 PMCID: PMC9723684 DOI: 10.1038/s43705-021-00081-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 11/29/2021] [Accepted: 12/01/2021] [Indexed: 05/11/2023]
Abstract
Subsoil microbiomes play important roles in soil carbon and nutrient cycling, yet our understanding of the controls on subsoil microbial communities is limited. Here, we investigated the direct (mean annual temperature and precipitation) and indirect (soil chemistry) effects of climate on microbiome composition and extracellular enzyme activity throughout the soil profile across two elevation-bioclimatic gradients in central California, USA. We found that microbiome composition changes and activity decreases with depth. Across these sites, the direct influence of climate on microbiome composition and activity was relatively lower at depth. Furthermore, we found that certain microbial taxa change in relative abundance over large temperature and precipitation gradients only in specific soil horizons, highlighting the depth dependence of the climatic controls on microbiome composition. Our finding that the direct impacts of climate are muted at depth suggests that deep soil microbiomes may lag in their acclimation to new temperatures with a changing climate.
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Affiliation(s)
- Nicholas C Dove
- Environmental Systems Graduate Group, University of California, Merced, CA, 95343, USA.
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37830, USA.
| | - Morgan E Barnes
- Environmental Systems Graduate Group, University of California, Merced, CA, 95343, USA
- Earth and Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, 99354, USA
| | - Kimber Moreland
- Environmental Systems Graduate Group, University of California, Merced, CA, 95343, USA
- Center for Accelerator Mass Spectrometry, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Robert C Graham
- Department of Environmental Sciences, University of California, Riverside, CA, USA
| | - Asmeret Asefaw Berhe
- Department of Life & Environmental Sciences, University of California, Merced, CA, 95343, USA
- Sierra Nevada Research Institute, Merced, CA, 95343, USA
| | - Stephen C Hart
- Department of Life & Environmental Sciences, University of California, Merced, CA, 95343, USA
- Sierra Nevada Research Institute, Merced, CA, 95343, USA
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13
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Dam TTN, Angert A, Krom MD, Bigio L, Hu Y, Beyer KA, Mayol-Bracero OL, Santos-Figueroa G, Pio C, Zhu M. X-ray Spectroscopic Quantification of Phosphorus Transformation in Saharan Dust during Trans-Atlantic Dust Transport. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2021; 55:12694-12703. [PMID: 34506717 DOI: 10.1021/acs.est.1c01573] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Saharan dust is an important phosphorus (P) supply to remote and oligotrophic parts of the oceans and American lowland tropical rainforests. Phosphorus speciation in aeolian dust ultimately controls the release and bioavailability of P after dust deposition, but the speciation in Saharan dust and its change during the trans-Atlantic transport remains unclear. Using P K-edge X-ray absorption near edge structure (XANES) spectroscopy, we showed that with increasing dust traveling distance from the Sahara Desert to Cape Verde and to Puerto Rico, about 570 and 4000 km, respectively, the proportion of Ca-bound P (Ca-P), including both apatite and non-apatite forms, decreased from 68-73% to 50-71% and to 21-37%. The changes were accompanied by increased iron/aluminum-bound P proportion from 14-25% to 23-46% and to 44-73%, correspondingly. Laboratory simulation experiments suggest that the changes in P speciation can be ascribed to increasing degrees of particle sorting and atmospheric acidification during dust transport. The presence of relatively soluble non-apatite Ca-P in the Cape Verde dust but not in the Puerto Rico dust is consistent with the higher P water solubility of the former than the latter. Our findings provide insights into the controls of atmospheric processes on P speciation, solubility, and stability in Saharan dust.
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Affiliation(s)
- Than T N Dam
- Department of Ecosystem Science and Management, University of Wyoming, Laramie, Wyoming 82071, United States
| | - Alon Angert
- Institute of Earth Sciences, Hebrew University of Jerusalem, Jerusalem 9190401, Israel
| | - Michael D Krom
- Morris Kahn Marine Research Station, Department of Marine Biology, Leon H. Charney School of Marine Science, University of Haifa, Haifa 3498838, Israel
- School of Earth and Environment, University of Leeds, Woodhouse, Leeds LS2 9JT, United Kingdom
| | - Laura Bigio
- Institute of Earth Sciences, Hebrew University of Jerusalem, Jerusalem 9190401, Israel
| | - Yongfeng Hu
- Canadian Light Source Inc., University of Saskatchewan, Saskatoon, Saskatchewan S7N 2V3, Canada
| | - Kevin A Beyer
- X-ray Science Division, Advanced Photon Source, Argonne National Laboratory, Lemont, Illinois 60439, United States
| | - Olga L Mayol-Bracero
- Department of Environmental Science, University of Puerto Rico, Rio Piedras 00925, Puerto Rico
| | | | - Casimiro Pio
- The Centre for Environmental and Marine Studies, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Mengqiang Zhu
- Department of Ecosystem Science and Management, University of Wyoming, Laramie, Wyoming 82071, United States
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14
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Gross A, Tiwari S, Shtein I, Erel R. Direct foliar uptake of phosphorus from desert dust. THE NEW PHYTOLOGIST 2021; 230:2213-2225. [PMID: 33721337 DOI: 10.1111/nph.17344] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Accepted: 03/09/2021] [Indexed: 05/02/2023]
Abstract
Phosphorus (P) scarcity constrains plant growth in many ecosystems worldwide. In P-poor ecosystems, the biogeochemical paradigm links plant productivity with the deposition of P-rich dust originating from desert storms. However, dust P usually has low bioavailability and is thought to be utilized solely via roots. We applied desert dust on the leaf surface of P-deficient and P-sufficient wheat, chickpea and maize to test the feasibility of direct foliar uptake of dust-P and investigate its related acquisition mechanisms. Foliar dust doubled the growth of P-deficient chickpea and wheat, crops originating near the Syrian Desert. P deficiency stimulated several leaf modifications that enabled acquisition of up to 30% of the sparingly soluble dust-P that is conventionally perceived as unavailable. These modifications increased foliar dust capture, acidified the leaf surface and, in chickpea, enhanced exudation of P-solubilizing organic acids. Maize (originating far from deserts) displayed only a marginal response to dust. The dramatic response of chickpea and wheat in comparison to maize suggests that plants that evolved in dust-rich ecosystems adopted specialized utilization strategies. Interestingly, the abovementioned foliar responses are comparable to known P uptake root responses. Given that P limitation is almost universal, a foliar P uptake pathway will have significant ecological and agricultural implications.
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Affiliation(s)
- Avner Gross
- Department of Geography and Environmental Development, Ben Gurion University of the Negev, Beer Sheva, 8410501, Israel
| | - Sudeep Tiwari
- Department of Geography and Environmental Development, Ben Gurion University of the Negev, Beer Sheva, 8410501, Israel
- Institute of Soil, Water and Environmental Sciences, Gilat Research Center, Agricultural Research Organization, 85820, Israel
| | - Ilana Shtein
- Eastern Region Research and Development Center, Ariel, 40700, Israel
| | - Ran Erel
- Institute of Soil, Water and Environmental Sciences, Gilat Research Center, Agricultural Research Organization, 85820, Israel
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15
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Alewell C, Ringeval B, Ballabio C, Robinson DA, Panagos P, Borrelli P. Global phosphorus shortage will be aggravated by soil erosion. Nat Commun 2020; 11:4546. [PMID: 32917863 PMCID: PMC7486398 DOI: 10.1038/s41467-020-18326-7] [Citation(s) in RCA: 178] [Impact Index Per Article: 35.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Accepted: 07/20/2020] [Indexed: 11/09/2022] Open
Abstract
Soil phosphorus (P) loss from agricultural systems will limit food and feed production in the future. Here, we combine spatially distributed global soil erosion estimates (only considering sheet and rill erosion by water) with spatially distributed global P content for cropland soils to assess global soil P loss. The world's soils are currently being depleted in P in spite of high chemical fertilizer input. Africa (not being able to afford the high costs of chemical fertilizer) as well as South America (due to non-efficient organic P management) and Eastern Europe (for a combination of the two previous reasons) have the highest P depletion rates. In a future world, with an assumed absolute shortage of mineral P fertilizer, agricultural soils worldwide will be depleted by between 4-19 kg ha-1 yr-1, with average losses of P due to erosion by water contributing over 50% of total P losses.
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Affiliation(s)
- Christine Alewell
- Environmental Geosciences, Department of Environmental Science, University of Basel, Basel, Switzerland.
| | - Bruno Ringeval
- ISPA, Bordeaux Sciences Agro, INRAE, 33140, Villenave d'Ornon, France
| | | | - David A Robinson
- UK Centre for Ecology & Hydrology, Environment Centre Wales, Bangor, United Kingdom
| | - Panos Panagos
- European Commission, Joint Research Centre, Ispra, Italy
| | - Pasquale Borrelli
- Environmental Geosciences, Department of Environmental Science, University of Basel, Basel, Switzerland.,Department of Biological Environment, Kangwon National University, Chuncheon-si, Gangwon-do, Republic of Korea
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16
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Jaing C, Thissen J, Morrison M, Dillon MB, Waters SM, Graham GT, Be NA, Nicoll P, Verma S, Caro T, Smith DJ. Sierra Nevada sweep: metagenomic measurements of bioaerosols vertically distributed across the troposphere. Sci Rep 2020; 10:12399. [PMID: 32709938 PMCID: PMC7382458 DOI: 10.1038/s41598-020-69188-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Accepted: 07/08/2020] [Indexed: 12/14/2022] Open
Abstract
To explore how airborne microbial patterns change with height above the Earth’s surface, we flew NASA’s C-20A aircraft on two consecutive days in June 2018 along identical flight paths over the US Sierra Nevada mountain range at four different altitudes ranging from 10,000 ft to 40,000 ft. Bioaerosols were analyzed by metagenomic DNA sequencing and traditional culturing methods to characterize the composition and diversity of atmospheric samples compared to experimental controls. The relative abundance of taxa changed significantly at each altitude sampled, and the diversity profile shifted across the two sampling days, revealing a regional atmospheric microbiome that is dynamically changing. The most proportionally abundant microbial genera were Mycobacterium and Achromobacter at 10,000 ft; Stenotrophomonas and Achromobacter at 20,000 ft; Delftia and Pseudoperonospora at 30,000 ft; and Alcaligenes and Penicillium at 40,000 ft. Culture-based detections also identified viable Bacillus zhangzhouensis, Bacillus pumilus, and Bacillus spp. in the upper troposphere. To estimate bioaerosol dispersal, we developed a human exposure likelihood model (7-day forecast) using general aerosol characteristics and measured meteorological conditions. By coupling metagenomics to a predictive atmospheric model, we aim to set the stage for field campaigns that monitor global bioaerosol emissions and impacts.
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Affiliation(s)
- Crystal Jaing
- Physical & Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA.
| | - James Thissen
- Physical & Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Michael Morrison
- Physical & Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Michael B Dillon
- Physical & Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Samantha M Waters
- Universities Space Research Association, Maryland, USA.,NASA Ames Research Center, Space Biosciences Division, Moffett Field, CA, USA
| | | | - Nicholas A Be
- Physical & Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | | | - Sonali Verma
- Blue Marble Space Institute of Science, Space Bioscences Division, NASA Ames Research Center, Moffett Field, CA, USA
| | - Tristan Caro
- Department of Geological Sciences, University of Colorado, Boulder, CO, USA
| | - David J Smith
- NASA Ames Research Center, Space Biosciences Division, Moffett Field, CA, USA
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17
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Dawson TE, Hahm WJ, Crutchfield-Peters K. Digging deeper: what the critical zone perspective adds to the study of plant ecophysiology. THE NEW PHYTOLOGIST 2020; 226:666-671. [PMID: 31912507 DOI: 10.1111/nph.16410] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Accepted: 12/15/2019] [Indexed: 06/10/2023]
Abstract
The emergence of critical zone (CZ) science has provided an integrative platform for investigating plant ecophysiology in the context of landscape evolution, weathering and hydrology. The CZ lies between the top of the vegetation canopy and fresh, chemically unaltered bedrock and plays a pivotal role in sustaining life. We consider what the CZ perspective has recently brought to the study of plant ecophysiology. We specifically highlight novel research demonstrating the importance of the deeper subsurface for plant water and nutrient relations. We also point to knowledge gaps and research opportunities, emphasising, in particular, greater focus on the roles of deep, nonsoil resources and how those resources influence and coevolve with plants as a frontier of plant ecophysiological research.
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Affiliation(s)
- Todd E Dawson
- Department of Environmental Science, Policy & Management, University of California, Berkeley, CA, 94720, USA
- Department of Integrative Biology, University of California, Berkeley, CA, 94720, USA
| | - W Jesse Hahm
- Department of Earth and Planetary Sciences, University of California, Berkeley, CA, 94720, USA
- Department of Geological Sciences, Jackson School of Geosciences, The University of Texas, Austin, TX, 78712, USA
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18
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O'Day PA, Nwosu UG, Barnes ME, Hart SC, Berhe AA, Christensen JN, Williams KH. Phosphorus Speciation in Atmospherically Deposited Particulate Matter and Implications for Terrestrial Ecosystem Productivity. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2020; 54:4984-4994. [PMID: 32181661 DOI: 10.1021/acs.est.9b06150] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Chemical forms of phosphorus (P) in airborne particulate matter (PM) are poorly known and do not correlate with solubility or extraction measurements commonly used to infer speciation. We used P X-ray absorption near-edge structure (XANES) and 31P nuclear magnetic resonance (NMR) spectroscopies to determine P species in PM collected at four mountain sites (Colorado and California). Organic P species dominated samples from high elevations, with organic P estimated at 65-100% of total P in bulk samples by XANES and 79-88% in extracted fractions (62-84% of total P) by NMR regardless of particle size (≥10 or 1-10 μm). Phosphorus monoester and diester organic species were dominant and present in about equal proportions, with low fractions of inorganic P species. By comparison, PM from low elevation contained mixtures of organic and inorganic P, with organic P estimated at 30-60% of total P. Intercontinental PM transport determined from radiogenic lead (Pb) isotopes varied from 0 to 59% (mean 37%) Asian-sourced Pb at high elevation, whereas stronger regional PM inputs were found at low elevation. Airborne flux of bioavailable P to high-elevation ecosystems may be twice as high as estimated by global models, which will disproportionately affect net primary productivity.
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Affiliation(s)
- Peggy A O'Day
- Life and Environmental Sciences Department and The Sierra Nevada Research Institute, University of California, Merced, California 95343, United States
| | - Ugwumsinachi G Nwosu
- Life and Environmental Sciences Department and The Sierra Nevada Research Institute, University of California, Merced, California 95343, United States
| | - Morgan E Barnes
- Environmental Systems Graduate Group, University of California, Merced, California 95343, United States
| | - Stephen C Hart
- Life and Environmental Sciences Department and The Sierra Nevada Research Institute, University of California, Merced, California 95343, United States
| | - Asmeret Asefaw Berhe
- Life and Environmental Sciences Department and The Sierra Nevada Research Institute, University of California, Merced, California 95343, United States
| | - John N Christensen
- Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Kenneth H Williams
- Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
- Rocky Mountain Biological Lab, Gothic, Colorado 81225, United States
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19
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Hayes JL, Riebe CS, Holbrook WS, Flinchum BA, Hartsough PC. Porosity production in weathered rock: Where volumetric strain dominates over chemical mass loss. SCIENCE ADVANCES 2019; 5:eaao0834. [PMID: 31555724 PMCID: PMC6750914 DOI: 10.1126/sciadv.aao0834] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/12/2017] [Accepted: 08/19/2019] [Indexed: 06/10/2023]
Abstract
Weathering in the critical zone causes volumetric strain and mass loss, thereby creating subsurface porosity that is vital to overlying ecosystems. We used geochemical and geophysical measurements to quantify the relative importance of volumetric strain and mass loss---the physical and chemical components of porosity---in weathering of granitic saprolite of the southern Sierra Nevada, California, USA. Porosity and strain decrease with depth and imply that saprolite more than doubles in volume during exhumation to the surface by erosion. Chemical depletion is relatively uniform, indicating that changes in porosity are dominated by processes that cause strain with little mass loss. Strain-induced porosity production at our site may arise from root wedging, biotite weathering, frost cracking, and the opening of fractures under ambient topographic stresses. Our analysis challenges the conventional view that volumetric strain can be assumed to be negligible as a porosity-producing mechanism in saprolite.
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Affiliation(s)
- Jorden L. Hayes
- Department of Earth Sciences, Dickinson College, Carlisle, PA 17013, USA
- Wyoming Center for Environmental Hydrology and Geophysics, Laramie, WY 82071, USA
| | - Clifford S. Riebe
- Wyoming Center for Environmental Hydrology and Geophysics, Laramie, WY 82071, USA
- Department of Geology and Geophysics, University of Wyoming, Laramie, WY 82071, USA
| | - W. Steven Holbrook
- Department of Geology and Geophysics, University of Wyoming, Laramie, WY 82071, USA
- Department of Geosciences, Virginia Polytechnic Institute and State University, Blacksburg, VA 24061, USA
| | - Brady A. Flinchum
- Wyoming Center for Environmental Hydrology and Geophysics, Laramie, WY 82071, USA
- Department of Geology and Geophysics, University of Wyoming, Laramie, WY 82071, USA
| | - Peter C. Hartsough
- Department of Land, Air, and Water Resources, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
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20
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Frie AL, Garrison AC, Schaefer MV, Bates SM, Botthoff J, Maltz M, Ying SC, Lyons T, Allen MF, Aronson E, Bahreini R. Dust Sources in the Salton Sea Basin: A Clear Case of an Anthropogenically Impacted Dust Budget. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2019; 53:9378-9388. [PMID: 31339712 DOI: 10.1021/acs.est.9b02137] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
The Salton Sea Basin in California suffers from poor air quality, and an expanding dry lakebed (playa) presents a new potential dust source. In 2017-18, depositing dust was collected approximately monthly at five sites in the Salton Sea Basin and analyzed for total elemental and soluble anion content. These data were analyzed with Positive Matrix Factorization (PMF). The PMF method resolved seven dust sources with distinct compositional markers: Playa (Mg, SO42-, Na, Ca, Sr), Colorado Alluvium (U, Ca), Local Alluvium (Al, Fe, Ti), Agricultural Burning (K, PO43-), Sea Spray (Na, Cl-, Se), Anthropogenic Trace Metals (Sb, As, Zn, Cd, Pb, Na), and Anthropogenic Copper (Cu). All sources except Local Alluvium are influenced or caused by current or historic anthropogenic activities. PMF attributed 55 to 80% of the measured dust flux to these six sources. The dust fluxes at the site where the playa source was dominant (89 g m-2 yr-1) were less than, but approaching the scale of, those observed at Owens Lake playas in the late 20th century. Playa emissions in the Salton Sea region were most intense during the late spring to early summer and contain high concentrations of evaporite mineral tracers, particularly Mg, Ca, and SO42-.
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Affiliation(s)
- Alexander L Frie
- Department of Environmental Sciences , University of California , Riverside , California 92521 , United States
| | - Alexis C Garrison
- Department of Environmental Sciences , University of California , Riverside , California 92521 , United States
| | - Michael V Schaefer
- Department of Environmental Sciences , University of California , Riverside , California 92521 , United States
| | - Steve M Bates
- Department of Earth Sciences , University of California , Riverside , California 92521 , United States
| | - Jon Botthoff
- Center for Conservation Biology , University of California , Riverside , California 92521 , United States
| | - Mia Maltz
- Center for Conservation Biology , University of California , Riverside , California 92521 , United States
| | - Samantha C Ying
- Department of Environmental Sciences , University of California , Riverside , California 92521 , United States
| | - Timothy Lyons
- Department of Earth Sciences , University of California , Riverside , California 92521 , United States
| | - Michael F Allen
- Center for Conservation Biology , University of California , Riverside , California 92521 , United States
- Department of Microbiology and Plant Pathology , University of California , Riverside , California 92521 , United States
| | - Emma Aronson
- Center for Conservation Biology , University of California , Riverside , California 92521 , United States
- Department of Microbiology and Plant Pathology , University of California , Riverside , California 92521 , United States
| | - Roya Bahreini
- Department of Environmental Sciences , University of California , Riverside , California 92521 , United States
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Ishida T, Uehara Y, Iwata T, Cid-Andres AP, Asano S, Ikeya T, Osaka K, Ide J, Privaldos OLA, Jesus IBBD, Peralta EM, Triño EMC, Ko CY, Paytan A, Tayasu I, Okuda N. Identification of Phosphorus Sources in a Watershed Using a Phosphate Oxygen Isoscape Approach. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2019; 53:4707-4716. [PMID: 30938522 DOI: 10.1021/acs.est.8b05837] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Identifying nonpoint phosphorus (P) sources in a watershed is essential for addressing cultural eutrophication and for proposing best-management solutions. The oxygen isotope ratio of phosphate (δ18OPO4) can shed light on P sources and P cycling in ecosystems. This is the first assessment of the δ18OPO4 distribution in a whole catchment, namely, the Yasu River Watershed in Japan. The observed δ18OPO4 values in the river water varied spatially from 10.3‰ to 17.6‰. To identify P sources in the watershed, we used an isoscape approach involving a multiple-linear-regression model based on land use and lithological types. We constructed two isoscape models, one using data only from the whole watershed and the other using data from the small tributaries. The model results explain 69% and 96% of the spatial variation in the river water δ18OPO4. The lower R2 value for the whole watershed model is attributed to the relatively large travel time for P in the main stream of the lower catchment that can result in cumulative biological P recycling. Isoscape maps and a correlation analysis reveal the relative importance of P loading from paddy fields and bedrock. This work demonstrates the utility of δ18OPO4 isoscape models for assessing nonpoint P sources in watershed ecosystems.
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Affiliation(s)
- Takuya Ishida
- Research Institute for Humanity and Nature , 457-4, Motoyama , Kamigamo, Kyoto , 603-8047 , Japan
| | - Yoshitoshi Uehara
- Research Institute for Humanity and Nature , 457-4, Motoyama , Kamigamo, Kyoto , 603-8047 , Japan
| | - Tomoya Iwata
- Faculty of Life and Environmental Science , University of Yamanashi , 4-4-37, Takeda , Kofu , Yamanashi 400-8510 , Japan
| | - Abigail P Cid-Andres
- Department of Physical Sciences, College of Science , Polytechnic University of the Philippines , Anonas Street. Sta. Mesa , Manila 1016 , Philippines
| | - Satoshi Asano
- Lake Biwa Environment Research Institute , 5-34, Yanagasaki , Ohtsu , Shiga 520-0022 , Japan
| | - Tohru Ikeya
- Research Institute for Humanity and Nature , 457-4, Motoyama , Kamigamo, Kyoto , 603-8047 , Japan
| | - Ken'ichi Osaka
- School of Environmental Sciences , The University of Shiga Prefecture , 2500, Hasaka , Hikone , Shiga 522-8533 , Japan
| | - Jun'ichiro Ide
- Institute of Decision Science for a Sustainable Society , Kyushu University , 394, Tsubakuro , Sasaguri , Fukuoka 811-2415 , Japan
| | - Osbert Leo A Privaldos
- Laguna Lake Development Authority , National Ecology Center , East Avenue, Diliman , Quezon City , 1101 , Philippines
| | | | - Elfritzson M Peralta
- The Graduate School , University of Santo Tomas , España Boulevard , Manila 1015 , Philippines
| | - Ellis Mika C Triño
- The Graduate School , University of Santo Tomas , España Boulevard , Manila 1015 , Philippines
| | - Chia-Ying Ko
- Institute of Fisheries Science & Department of Life Science , National Taiwan University , No. 1, Sec. 4, Roosevelt Road , Taipei 10617 , Taiwan
| | - Adina Paytan
- Institute of Marine Sciences , University of California Santa Cruz , 1156 High Street , Santa Cruz , California 95064 , United States
| | - Ichiro Tayasu
- Research Institute for Humanity and Nature , 457-4, Motoyama , Kamigamo, Kyoto , 603-8047 , Japan
| | - Noboru Okuda
- Research Institute for Humanity and Nature , 457-4, Motoyama , Kamigamo, Kyoto , 603-8047 , Japan
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Peng X, Maltz MR, Botthoff JK, Aronson EL, Nordgren TM, Lo DD, Cocker DR. Establishment and characterization of a multi-purpose large animal exposure chamber for investigating health effects. THE REVIEW OF SCIENTIFIC INSTRUMENTS 2019; 90:035115. [PMID: 30927824 PMCID: PMC6910591 DOI: 10.1063/1.5042097] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Air pollution poses a significant threat to the environment and human health. Most in vivo health studies conducted regarding air pollutants, including particulate matter (PM) and gas phase pollutants, have been either through traditional medical intranasal treatment or using a tiny chamber, which limit animal activities. In this study, we designed and tested a large, whole-body, multiple animal exposure chamber with uniform dispersion and exposure stability for animal studies. The chamber simultaneously controls particle size distribution and PM mass concentration. Two different methods were used to generate aerosol suspension through either soluble material (Alternaria extract), liquid particle suspension (nanosilica solution), or dry powder (silica powder). We demonstrate that the chamber system provides well controlled and characterized whole animal exposures, where dosage is by inhalation of particulate matter.
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Affiliation(s)
| | | | | | | | | | - David D. Lo
- Author to whom correspondence should be addressed:
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Yang Q, Wang L, He J, Wei H, Yang Z, Huang X. Arabinogalactan Proteins Are the Possible Extracellular Molecules for Binding Exogenous Cerium(III) in the Acidic Environment Outside Plant Cells. FRONTIERS IN PLANT SCIENCE 2019; 10:153. [PMID: 30842782 PMCID: PMC6391350 DOI: 10.3389/fpls.2019.00153] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Accepted: 01/29/2019] [Indexed: 05/29/2023]
Abstract
Rare earth elements [REE(III)] increasingly accumulate in the atmosphere and can be absorbed by plant leaves. Our previous study showed that after treatment of REE(III) on plant, REE(III) is first bound by some extracellular molecules of plant cells, and then the endocytosis of leaf cells will be initiated, which terminates the endocytic inertia of leaf cells. Identifying the extracellular molecules for binding REE(III) is the crucial first step to elucidate the mechanism of REE(III) initiating the endocytosis in leaf cells. Unfortunately, the molecules are unknown. Here, cerium(III) [Ce(III)] and Arabidopsis served as a representative of REE(III) and plants, respectively. By using interdisciplinary methods such as confocal laser scanning microscopy, immune-Au and fluorescent labeling, transmission electron microscope (TEM), X-ray photoelectron spectroscopy (XPS), ultraviolet-visible spectroscopy, circular dichroism spectroscopy, fluorescent spectrometry and molecular dynamics simulation, we obtained two important discoveries: first, the arabinogalactan proteins (AGP) inside leaf cells were sensitively increased in protein expression and recruited onto the plasma membrane; second, to verify whether AGP can bind to Ce(III) in the acidic environment outside leaf cells, by choosing fasciclin-like AGP11 (AtFLA11) as a representative of AGP, we found that Ce(III) can form stable [Ce(H2O)7](III)-AtFLA11 complexes with an apparent binding constant of 1.44 × 10-6 in simulated acidic environment outside leaf cells, in which the secondary and tertiary structure of AtFLA11 was changed. The structural change in AtFLA11 and the interaction between AtFLA11 and Ce(III) were enhanced with increasing the concentration of Ce(III). Therefore, AtFLA11 can serve as Lewis bases to coordinately bind to Ce(III), which broke traditional chemical principle. The results confirmed that AGP can be the possible extracellular molecules for binding to exogenous Ce(III) outside leaf cells, and provided references for elucidating the mechanism of REE(III) initiating the endocytosis in leaf cells.
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Affiliation(s)
- Qing Yang
- National and Local Joint Engineering Research Center of Biomedical Functional Materials, Jiangsu Collaborative Innovation Center of Biomedical Functional Materials, School of Chemistry and Materials Science, Nanjing Normal University, Nanjing, China
| | - Lihong Wang
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, China
| | - Jingfang He
- National and Local Joint Engineering Research Center of Biomedical Functional Materials, Jiangsu Collaborative Innovation Center of Biomedical Functional Materials, School of Chemistry and Materials Science, Nanjing Normal University, Nanjing, China
| | - Haiyan Wei
- National and Local Joint Engineering Research Center of Biomedical Functional Materials, Jiangsu Collaborative Innovation Center of Biomedical Functional Materials, School of Chemistry and Materials Science, Nanjing Normal University, Nanjing, China
| | - Zhenbiao Yang
- Center for Plant Cell Biology, Institute for Integrative Genome Biology, University of California, Riverside, Riverside, CA, United States
| | - Xiaohua Huang
- National and Local Joint Engineering Research Center of Biomedical Functional Materials, Jiangsu Collaborative Innovation Center of Biomedical Functional Materials, School of Chemistry and Materials Science, Nanjing Normal University, Nanjing, China
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Combining spectroscopic and isotopic techniques gives a dynamic view of phosphorus cycling in soil. Nat Commun 2018; 9:3226. [PMID: 30104647 PMCID: PMC6089999 DOI: 10.1038/s41467-018-05731-2] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2017] [Accepted: 07/24/2018] [Indexed: 11/08/2022] Open
Abstract
Current understanding of phosphorus (P) cycling in soils can be enhanced by integrating previously discrete findings concerning P speciation, exchange kinetics, and the underlying biological and geochemical processes. Here, we combine sequential extraction with P K-edge X-ray absorption spectroscopy and isotopic methods (33P and 18O in phosphate) to characterize P cycling on a climatic gradient in Hawaii. We link P pools to P species and estimate the turnover times for commonly considered P pools. Dissolved P turned over in seconds, resin-extractable P in minutes, NaOH-extractable inorganic P in weeks to months, and HCl-extractable P in years to millennia. Furthermore, we show that in arid-zone soils, some primary mineral P remains even after 150 ky of soil development, whereas in humid-zone soils of the same age, all P in all pools has been biologically cycled. The integrative information we provide makes possible a more dynamic, process-oriented conceptual model of P cycling in soils. Our understanding of phosphorus (P) cycling in soils, a basis for many ecosystem services, has been limited by the complexity of P forms and processes. Here the authors use spectroscopic and isotopic techniques to estimate turnover times of P pools and tease apart biologically-driven and geochemically-driven P fluxes.
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Arvin LJ, Riebe CS, Aciego SM, Blakowski MA. Global patterns of dust and bedrock nutrient supply to montane ecosystems. SCIENCE ADVANCES 2017; 3:eaao1588. [PMID: 29226246 PMCID: PMC5721729 DOI: 10.1126/sciadv.aao1588] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Accepted: 11/09/2017] [Indexed: 06/07/2023]
Abstract
A global compilation of erosion rates and modeled dust fluxes shows that dust inputs can be a large fraction of total soil inputs, particularly when erosion is slow and soil residence time is therefore long. These observations suggest that dust-derived nutrients can be vital to montane ecosystems, even when nutrient supply from bedrock is substantial. We tested this hypothesis using neodymium isotopes as a tracer of mineral phosphorus contributions to vegetation in the Sierra Nevada, California, where rates of erosion and dust deposition are both intermediate within the global compilation. Neodymium isotopes in pine needles, dust, and bedrock show that dust contributes most of the neodymium in vegetation at the site. Together, the global data sets and isotopic tracers confirm the ecological significance of dust in eroding mountain landscapes. This challenges conventional assumptions about dust-derived nutrients, expanding the plausible range of dust-reliant ecosystems to include many temperate montane regions, despite their relatively high rates of erosion and bedrock nutrient supply.
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Affiliation(s)
- Lindsay J. Arvin
- Department of Geology and Geophysics, University of Wyoming, Laramie, WY 82071, USA
| | - Clifford S. Riebe
- Department of Geology and Geophysics, University of Wyoming, Laramie, WY 82071, USA
| | - Sarah M. Aciego
- Department of Geology and Geophysics, University of Wyoming, Laramie, WY 82071, USA
- Department of Earth and Environmental Sciences, University of Michigan, Ann Arbor, MI 48109, USA
| | - Molly A. Blakowski
- Department of Earth and Environmental Sciences, University of Michigan, Ann Arbor, MI 48109, USA
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