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1. Masting is uncommon in trees that depend on mutualist dispersers in the context of global climate and fertility gradients

Author

National Science Foundation (US), Belmont Forum, NASA Astrobiology Institute (US), Pennsylvania State University, Gordon and Betty Moore Foundation, Polish Academy of Sciences, Junta de Andalucía, European Commission, US Forest Service, Qiu, Tong [0000-0003-4499-437X], Aravena, Marie-Claire [0000-0002-4493-4396], Ascoli, Davide [0000-0002-2671-5122], Bergeron, Yves [0000-0003-3707-3687], Bogdziewicz, Michal [0000-0002-6777-9034], Boivin, Thomas [0000-0003-1694-2425], Bonal, Raúl [0000-0002-6084-1771], Caignard, Thomas [0000-0001-5009-4613], Calama Sainz, Rafael Argimiro [0000-0002-2598-9594], Calderon, Sergio Donoso [0000-0002-6324-9351], Camarero, Jesús Julio [0000-0003-2436-2922], Chang-Yang, Chia-Hao [0000-0003-3635-4946], Chave, Jérôme [0000-0002-7766-1347], Chianucci, F. [0000-0002-5688-2060], Courbaud, Benoit [0000-0002-3050-9559], Cutini, A. [0000-0002-7033-2399], Das, Adrian J. [0000-0002-3937-2616], Delpierre, Nicolas [0000-0003-0906-9402], Delzon, Sylvain [0000-0003-3442-1711], Dietze, Michael [0000-0002-2324-2518], Dormont, Laurent [0000-0002-2021-0625], Espelta, Josep Maria [0000-0002-0242-4988], Fahey, Timothy J. [0000-0003-1283-1162], Farfan-Rios, William [0000-0002-3196-0317], Gehring, Catherine [0000-0002-9393-9556], Gilbert, Gregory S. [0000-0002-5195-9903], Gratzer, Georg [0000-0002-6355-6562], Greenberg, Cathryn H. [0000-0002-2831-0989], Guignabert, Arthur [0000-0002-1512-6760], Guo, Qinfeng [0000-0002-4375-4916], Hacket-Pain, Andrew [0000-0003-3676-1568], Hampe, Arndt [0000-0003-2551-9784], Han, Qingmin [0000-0001-6063-6068], Holik, Jan [0000-0002-7949-9689], Hoshizaki, Kazuhiko [0000-0001-7654-9129], Ibáñez, Inés [0000-0002-1054-0727], Johnstone, Jill F. [0000-0001-6131-9339], Journé, Valentin [0000-0001-7324-7002], Kitzberger, T. [0000-0002-9754-4121], Knops, Johannes M.H. [0000-0002-9647-9209], Kunstler, Georges [0000-0002-2544-1940], Kurokawa, Hiroko [0000-0001-8778-8045], Lageard, Jonathan G. A. [0000-0001-8971-0444], LaMontagne, Jalene M. [0000-0001-7713-8591], Lefèvre, François [0000-0003-2242-7251], Leininger, Theodor [0000-0002-4939-3656], Limousin, Jean-Marc [0000-0002-2734-2495], Lutz, James A. [0000-0002-2560-0710], Marell, Anders [0000-0002-3328-4834], McIntire, Eliot J B [0000-0002-6914-8316], Moore, Christopher M. [0000-0001-5783-9833], Moran, Emily [0000-0003-4624-1910], Motta, Renzo [0000-0002-1631-3840], Myers, Jonathan A. [0000-0002-2058-8468], Nagel, Thomas A. [0000-0002-4207-9218], Naoe, Shoji [0000-0002-0605-4187], Noguchi, Mahoko [0000-0002-3393-5131], Oguro, Michio [0000-0003-0974-7971], Parmenter, Robert [0000-0002-2099-6824], Pearse, Ian S. [0000-0001-7098-0495], Pérez-Ramos, Ignacio Manuel [0000-0003-2332-7818], Piechnik, Lukasz [0000-0002-3958-7393], Podgórski, Tomasz [0000-0001-6858-7838], Poulsen, John [0000-0002-1532-9808], Redmond, Miranda D. [0000-0002-4657-7943], Reid, Chantal D. [0000-0002-3811-4076], Rodman, Kyle C. [0000-0001-9538-8412], Rodríguez-Sánchez, Francisco [0000-0002-7981-1599], Šamonil, Pavel [0000-0002-7722-8797], Seget, Barbara [0000-0002-7872-926X], Silman, Miles [0000-0003-4152-2844], Stephenson, Nathan L. [0000-0003-0208-7229], Straub, Jacob N. [0009-0000-3720-7564], Swenson, Jennifer [0000-0002-2069-667X], Swift, Margaret [0000-0001-7913-1879], Thomas, Peter A. [0000-0003-3115-3301], Uriarte, María [0000-0002-0484-0758], Vacchiano, Giorgio [0000-0001-8100-0659], Whipple, Amy V. [0000-0003-3956-7832], Whitham, Thomas G. [0000-0002-1262-4342], Wion, Andreas P. [0000-0002-0701-2843], Wright, S. Joseph [0000-0003-4260-5676], Zhu, Kai [0000-0003-1587-3317], Zimmerman, Jess K. [0000-0002-8179-0731], Zywiec, Magdalena [0000-0002-5992-4051], Clark, James S. [0000-0002-5677-9733], Qiu, Tong, Aravena, Marie-Claire, Ascoli, Davide, Bergeron, Yves, Bogdziewicz, Michal, Boivin, Thomas, Bonal, Raúl, Caignard, Thomas, Cailleret, Maxime, Calama Sainz, Rafael Argimiro, Calderon, Sergio Donoso, Camarero, Jesús Julio, Chang-Yang, Chia-Hao, Chave, Jérôme, Chianucci, F., Courbaud, Benoit, Cutini, A., Das, Adrian J., Delpierre, Nicolas, Delzon, Sylvain, Dietze, Michael, Dormont, Laurent, Espelta, Josep María, Fahey, Timothy J., Farfan-Rios, William, Franklin, Jerry F., Gehring, Catherine, Gilbert, Gregory S., Gratzer, Georg, Greenberg, Cathryn H., Guignabert, Arthur, Guo, Qinfeng, Hacket-Pain, Andrew, Hampe, Arndt, Han, Qingmin, Holik, Jan, Hoshizaki, Kazuhiko, Ibáñez, Inés, Johnstone, Jill F., Journé, Valentin, Kitzberger, Thomas, Knops, Johannes M. H., Kunstler, Georges, Kurokawa, Hiroko, Lageard, Jonathan G. A., LaMontagne, Jalene M., Lefèvre, François, Leininger, Theodor, Limousin, Jean-Marc, Lutz, James A., Macías, Diana, Marell, Anders, McIntire, Eliot J B, Moore, Christopher M., Moran, Emily, Motta, Renzo, Myers, Jonathan A., Nagel, Thomas A., Naoe, Shoji, Noguchi, Mahoko, Oguro, Michio, Parmenter, Robert, Pearse, Ian S., Pérez-Ramos, Ignacio Manuel, Piechnik, Lukasz, Podgórski, Tomasz, Poulsen, John, Redmond, Miranda D., Reid, Chantal D., Rodman, Kyle C., Rodríguez-Sánchez, Francisco, Šamonil, Pavel, Sanguinetti, Javier D., Scher, C. Lane, Seget, Barbara, Sharma, Shubhi, Shibata, M., Silman, Miles, Steele, Michael A., Stephenson, Nathan L., Straub, Jacob N., Sutton, Samantha, Swenson, Jennifer, Swift, Margaret, Thomas, Peter A., Uriarte, María, Vacchiano, Giorgio, Whipple, Amy V., Whitham, Thomas G., Wion, Andreas P., Wright, S. Joseph, Zhu, Kai, Zimmerman, Jess K., Zywiec, Magdalena, Clark, James S., National Science Foundation (US), Belmont Forum, NASA Astrobiology Institute (US), Pennsylvania State University, Gordon and Betty Moore Foundation, Polish Academy of Sciences, Junta de Andalucía, European Commission, US Forest Service, Qiu, Tong [0000-0003-4499-437X], Aravena, Marie-Claire [0000-0002-4493-4396], Ascoli, Davide [0000-0002-2671-5122], Bergeron, Yves [0000-0003-3707-3687], Bogdziewicz, Michal [0000-0002-6777-9034], Boivin, Thomas [0000-0003-1694-2425], Bonal, Raúl [0000-0002-6084-1771], Caignard, Thomas [0000-0001-5009-4613], Calama Sainz, Rafael Argimiro [0000-0002-2598-9594], Calderon, Sergio Donoso [0000-0002-6324-9351], Camarero, Jesús Julio [0000-0003-2436-2922], Chang-Yang, Chia-Hao [0000-0003-3635-4946], Chave, Jérôme [0000-0002-7766-1347], Chianucci, F. [0000-0002-5688-2060], Courbaud, Benoit [0000-0002-3050-9559], Cutini, A. [0000-0002-7033-2399], Das, Adrian J. [0000-0002-3937-2616], Delpierre, Nicolas [0000-0003-0906-9402], Delzon, Sylvain [0000-0003-3442-1711], Dietze, Michael [0000-0002-2324-2518], Dormont, Laurent [0000-0002-2021-0625], Espelta, Josep Maria [0000-0002-0242-4988], Fahey, Timothy J. [0000-0003-1283-1162], Farfan-Rios, William [0000-0002-3196-0317], Gehring, Catherine [0000-0002-9393-9556], Gilbert, Gregory S. [0000-0002-5195-9903], Gratzer, Georg [0000-0002-6355-6562], Greenberg, Cathryn H. [0000-0002-2831-0989], Guignabert, Arthur [0000-0002-1512-6760], Guo, Qinfeng [0000-0002-4375-4916], Hacket-Pain, Andrew [0000-0003-3676-1568], Hampe, Arndt [0000-0003-2551-9784], Han, Qingmin [0000-0001-6063-6068], Holik, Jan [0000-0002-7949-9689], Hoshizaki, Kazuhiko [0000-0001-7654-9129], Ibáñez, Inés [0000-0002-1054-0727], Johnstone, Jill F. [0000-0001-6131-9339], Journé, Valentin [0000-0001-7324-7002], Kitzberger, T. [0000-0002-9754-4121], Knops, Johannes M.H. [0000-0002-9647-9209], Kunstler, Georges [0000-0002-2544-1940], Kurokawa, Hiroko [0000-0001-8778-8045], Lageard, Jonathan G. A. [0000-0001-8971-0444], LaMontagne, Jalene M. [0000-0001-7713-8591], Lefèvre, François [0000-0003-2242-7251], Leininger, Theodor [0000-0002-4939-3656], Limousin, Jean-Marc [0000-0002-2734-2495], Lutz, James A. [0000-0002-2560-0710], Marell, Anders [0000-0002-3328-4834], McIntire, Eliot J B [0000-0002-6914-8316], Moore, Christopher M. [0000-0001-5783-9833], Moran, Emily [0000-0003-4624-1910], Motta, Renzo [0000-0002-1631-3840], Myers, Jonathan A. [0000-0002-2058-8468], Nagel, Thomas A. [0000-0002-4207-9218], Naoe, Shoji [0000-0002-0605-4187], Noguchi, Mahoko [0000-0002-3393-5131], Oguro, Michio [0000-0003-0974-7971], Parmenter, Robert [0000-0002-2099-6824], Pearse, Ian S. [0000-0001-7098-0495], Pérez-Ramos, Ignacio Manuel [0000-0003-2332-7818], Piechnik, Lukasz [0000-0002-3958-7393], Podgórski, Tomasz [0000-0001-6858-7838], Poulsen, John [0000-0002-1532-9808], Redmond, Miranda D. [0000-0002-4657-7943], Reid, Chantal D. [0000-0002-3811-4076], Rodman, Kyle C. [0000-0001-9538-8412], Rodríguez-Sánchez, Francisco [0000-0002-7981-1599], Šamonil, Pavel [0000-0002-7722-8797], Seget, Barbara [0000-0002-7872-926X], Silman, Miles [0000-0003-4152-2844], Stephenson, Nathan L. [0000-0003-0208-7229], Straub, Jacob N. [0009-0000-3720-7564], Swenson, Jennifer [0000-0002-2069-667X], Swift, Margaret [0000-0001-7913-1879], Thomas, Peter A. [0000-0003-3115-3301], Uriarte, María [0000-0002-0484-0758], Vacchiano, Giorgio [0000-0001-8100-0659], Whipple, Amy V. [0000-0003-3956-7832], Whitham, Thomas G. [0000-0002-1262-4342], Wion, Andreas P. [0000-0002-0701-2843], Wright, S. Joseph [0000-0003-4260-5676], Zhu, Kai [0000-0003-1587-3317], Zimmerman, Jess K. [0000-0002-8179-0731], Zywiec, Magdalena [0000-0002-5992-4051], Clark, James S. [0000-0002-5677-9733], Qiu, Tong, Aravena, Marie-Claire, Ascoli, Davide, Bergeron, Yves, Bogdziewicz, Michal, Boivin, Thomas, Bonal, Raúl, Caignard, Thomas, Cailleret, Maxime, Calama Sainz, Rafael Argimiro, Calderon, Sergio Donoso, Camarero, Jesús Julio, Chang-Yang, Chia-Hao, Chave, Jérôme, Chianucci, F., Courbaud, Benoit, Cutini, A., Das, Adrian J., Delpierre, Nicolas, Delzon, Sylvain, Dietze, Michael, Dormont, Laurent, Espelta, Josep María, Fahey, Timothy J., Farfan-Rios, William, Franklin, Jerry F., Gehring, Catherine, Gilbert, Gregory S., Gratzer, Georg, Greenberg, Cathryn H., Guignabert, Arthur, Guo, Qinfeng, Hacket-Pain, Andrew, Hampe, Arndt, Han, Qingmin, Holik, Jan, Hoshizaki, Kazuhiko, Ibáñez, Inés, Johnstone, Jill F., Journé, Valentin, Kitzberger, Thomas, Knops, Johannes M. H., Kunstler, Georges, Kurokawa, Hiroko, Lageard, Jonathan G. A., LaMontagne, Jalene M., Lefèvre, François, Leininger, Theodor, Limousin, Jean-Marc, Lutz, James A., Macías, Diana, Marell, Anders, McIntire, Eliot J B, Moore, Christopher M., Moran, Emily, Motta, Renzo, Myers, Jonathan A., Nagel, Thomas A., Naoe, Shoji, Noguchi, Mahoko, Oguro, Michio, Parmenter, Robert, Pearse, Ian S., Pérez-Ramos, Ignacio Manuel, Piechnik, Lukasz, Podgórski, Tomasz, Poulsen, John, Redmond, Miranda D., Reid, Chantal D., Rodman, Kyle C., Rodríguez-Sánchez, Francisco, Šamonil, Pavel, Sanguinetti, Javier D., Scher, C. Lane, Seget, Barbara, Sharma, Shubhi, Shibata, M., Silman, Miles, Steele, Michael A., Stephenson, Nathan L., Straub, Jacob N., Sutton, Samantha, Swenson, Jennifer, Swift, Margaret, Thomas, Peter A., Uriarte, María, Vacchiano, Giorgio, Whipple, Amy V., Whitham, Thomas G., Wion, Andreas P., Wright, S. Joseph, Zhu, Kai, Zimmerman, Jess K., Zywiec, Magdalena, and Clark, James S.

Abstract

The benefits of masting (volatile, quasi-synchronous seed production at lagged intervals) include satiation of seed predators, but these benefits come with a cost to mutualist pollen and seed dispersers. If the evolution of masting represents a balance between these benefits and costs, we expect mast avoidance in species that are heavily reliant on mutualist dispersers. These effects play out in the context of variable climate and site fertility among species that vary widely in nutrient demand. Meta-analyses of published data have focused on variation at the population scale, thus omitting periodicity within trees and synchronicity between trees. From raw data on 12 million tree-years worldwide, we quantified three components of masting that have not previously been analysed together: (i) volatility, defined as the frequency-weighted year-to-year variation; (ii) periodicity, representing the lag between high-seed years; and (iii) synchronicity, indicating the tree-to-tree correlation. Results show that mast avoidance (low volatility and low synchronicity) by species dependent on mutualist dispersers explains more variation than any other effect. Nutrient-demanding species have low volatility, and species that are most common on nutrient-rich and warm/wet sites exhibit short periods. The prevalence of masting in cold/dry sites coincides with climatic conditions where dependence on vertebrate dispersers is less common than in the wet tropics. Mutualist dispersers neutralize the benefits of masting for predator satiation, further balancing the effects of climate, site fertility and nutrient demands.

Published
2023

2. Limits to reproduction and seed size-number trade-offs that shape forest dominance and future recovery

Author

National Science Foundation (US), Belmont Forum, NASA Specialized Center of Research and Training, Gordon and Betty Moore Foundation, W. Szafer Institute of Botany, Polish Academy of Sciences, National Science Centre (Poland), US Forest Service, Qiu, Tong [0000-0003-4499-437X], Andrus, Robert [0000-0003-0968-8377], Aravena, Marie-Claire [0000-0002-4493-4396], Ascoli, Davide [0000-0002-0546-4467], Bergeron, Yves [0000-0003-3707-3687], Berretti, Roberta 0000-0002-1944-8855][, Berveiller, Daniel [0000-0001-7461-6420], Bogdziewicz, Michal [0000-0002-6777-9034], Bonal, Raúl [0000-0002-6084-1771], Bragg, Don C. [0000-0002-5207-8606], Caignard, Thomas [0000-0001-5009-4613], Calama, Rafael [0000-0002-2598-9594], Camarero, J. Julio [0000-0003-2436-2922], Chang-Yang, Chia-Hao [0000-0003-3635-4946], Cleavitt, Natalie L [0000-0003-0425-2486], Courbaud, Benoit [0000-0002-3050-9559], Courbet, François [0000-0002-9438-6746], Curt, Thomas [0000-0002-2654-3009], Adrian, Das [0000-0002-3937-2616], Daskalakou, Evangelia [0000-0002-5190-1023], Davi, Hendrik [0000-0001-8828-3145], Delpierre, Nicolas [0000-0003-0906-9402], Delzon, Sylvain [0000-0003-3442-1711], Dietze, Michael [0000-0002-2324-2518], Calderon, Sergio Donoso [0000-0002-4599-4702], Dormont, Laurent [0000-0002-2021-0625], Espelta, Josep Maria [0000-0002-0242-4988], Fahey, Timothy J [0000-0003-1283-1162], Farfan-Rios, William [0000-0002-3196-0317], Gehring, Catherine A. [0000-0002-9393-9556], Gilbert, Gregory S. [0000-0002-5195-9903], Gratzer, Georg [0000-0002-6355-6562], Greenberg, Cathryn H. [0000-0002-2831-0989], Guo,Qinfeng [0000-0002-4375-4916], Hacket-Pain, Andrew [0000-0003-3676-1568], Hampe, Arndt [0000-0003-2551-9784], Han, Qingmin [0000-0001-6063-6068], Hoshizaki, Kazuhiko [0000-0001-7654-9129], Ibáñez, Inés[0000-0002-1054-0727], Johnstone, Jill F. [0000-0001-6131-9339], Journé, Valentin [0000-0001-7324-7002], Kabeya, Daisuke [0000-0002-3420-199X], Kilner, Christopher L. [0000-0001-8808-8868], Kitzberger, Thomas [0000-0002-9754-4121], Knops, Johannes M.H. [0000-0002-9647-9209], Kobe, Richard K. [0000-0002-0943-9613], Kunstler, Georges [0000-0002-2544-1940], Lageard, Jonathan G. A. [0000-0001-8971-0444], LaMontagne, Jalene M. [0000-0001-7713-8591], Ledwon, Mateusz [0000-0003-3017-6376], Lefèvre, François [0000-0003-2242-7251], Leininger, Theodor [0000-0002-4939-3656], Limousin, Jean-Marc [0000-0002-2734-2495], Lutz, James A. [0000-0002-2560-0710], McIntire, Eliot J B [0000-0002-6914-8316], Moran, Emily [0000-0003-4624-1910], Motta, Renzo [0000-0002-1631-3840], Myers, Jonathan A. [0000-0002-2058-8468], Nagel, Thomas A. [0000-0002-4207-9218], Ourcival, Jean-Marc [0000-0002-3557-3496], Parmenter, Robert [0000-0002-2099-6824], Pearse, Ian S. [0000-0001-7098-0495], Perez-Ramos, Ignacio M [0000-0003-2332-7818], Piechnik, Lukasz [0000-0002-3958-7393], Poulsen, John [0000-0002-1532-9808], Poulton-Kamakura, Renata [0000-0002-2516-8702], Redmond, Miranda D. [0000-0002-4657-7943], Reid, Chantal D. [0000-0002-3811-4076], Rodman, Kyle C. [0000-0001-9538-8412], Rodríguez-Sánchez, Francisco [0000-0002-7981-1599], Schlesinger, William H [0000-0002-1391-0885], Seget, Barbara [0000-0002-7872-926X], Silman, Miles [0000-0003-4152-2844], Stephenson, Nathan L [0000-0003-0208-7229], Sun, I-Fang [0000-0001-9749-8324], Sutton, Samantha [0000-0002-1491-7763], Swenson, Jennifer [0000-0002-2069-667X], Thomas, Peter A. [0000-0003-3115-3301], Uriarte, María [0000-0002-0484-0758], Vacchiano, Giorgio [0000-0001-8100-0659], Veblen, Thomas T. [0000-0002-3037-640X], Wion, Andreas P. [0000-0002-0701-2843], Wright, Boyd [0000-0002-6322-4904], Wright, S. Joseph [0000-0003-4260-5676], Zimmerman, Jess K. [0000-0002-8179-0731], Zhu, Kai [0000-0003-1587-3317], Zywiec, Magdalena [0000-0002-5992-4051], Qiu, Tong, Andrus, Robert, Aravena, Marie-Claire, Ascoli, Davide, Bergeron, Yves, Berretti, Roberta, Berveiller, Daniel, Bogdziewicz, Michal, Boivin, Thomas, Bonal, Raúl, Bragg, Don C., Lutz, James A., Macías, Diana, McIntire, Eliot J B, Moore, Christopher M., Moran, Emily, Motta, Renzo, Myers, Jonathan A., Nagel, Thomas A., Noguchi, Kyotaro, Ourcival, Jean-Marc, Parmenter, Robert, Pearse, Ian S., Pérez-Ramos, Ignacio Manuel, Piechnik, Lukasz, Poulsen, John, Poulton-Kamakura, Renata, Redmond, Miranda D., Reid, Chantal D., Rodman, Kyle C., Rodríguez-Sánchez, Francisco, Sanguinetti, Javier D., Schlesinger, William H., Schmidt Van Marle, Harald, Seget, Barbara, Sharma, Shubhi, Silman, Miles, Steele, Michael A., Stephenson, Nathan L., Straub, Jacob N., Sun, I-Fang, Sutton, Samantha, Swenson, Jennifer, Swift, Margaret, Thomas, Peter A., Uriarte, María, Vacchiano, Giorgio, Veblen, Thomas T., Whipple, Amy V., Whitham, Thomas G., Wion, Andreas P., Wright, Boyd, Wright, S. Joseph, Zhu, Kai, Zimmerman, Jess K., Zlotin, Roman, Zywiec, Magdalena, Clark, James S., Scher, C. Lane, Caignard, Thomas, Calama Sainz, Rafael Argimiro, Camarero, Jesús Julio, Chang-Yang, Chia-Hao, Cleavitt, Natalie L, Courbaud, Benoit, Courbet, François, Curt, Thomas, Das, Adrian J., Daskalakou, Evangelia, Davi, Hendrik, Delpierre, Nicolas, Delzon, Sylvain, Dietze, Michael, Calderon, Sergio Donoso, Dormont, Laurent, Espelta, Josep Maria, Fahey, Timothy J., Farfan-Rios, William, Gehring, Catherine, Gilbert, Gregory S., Gratzer, Georg, Greenberg, Cathryn H., Guo, Qinfeng, Hacket-Pain, Andrew, Hampe, Arndt, Han, Qingmin, Hille Ris Lambers, Janneke, Hoshizaki, Kazuhiko, Ibáñez, Inés, Johnstone, Jill F., Journé, Valentin, Kabeya, Daisuke, Kilner, Christopher L., Kitzberger, Thomas, Knops, Johannes M. H., Kobe, Richard K., Kunstler, Georges, Lageard, Jonathan G. A., LaMontagne, Jalene M., Ledwon, Mateusz, Lefèvre, François, Leininger, Theodor, Limousin, Jean-Marc, National Science Foundation (US), Belmont Forum, NASA Specialized Center of Research and Training, Gordon and Betty Moore Foundation, W. Szafer Institute of Botany, Polish Academy of Sciences, National Science Centre (Poland), US Forest Service, Qiu, Tong [0000-0003-4499-437X], Andrus, Robert [0000-0003-0968-8377], Aravena, Marie-Claire [0000-0002-4493-4396], Ascoli, Davide [0000-0002-0546-4467], Bergeron, Yves [0000-0003-3707-3687], Berretti, Roberta 0000-0002-1944-8855][, Berveiller, Daniel [0000-0001-7461-6420], Bogdziewicz, Michal [0000-0002-6777-9034], Bonal, Raúl [0000-0002-6084-1771], Bragg, Don C. [0000-0002-5207-8606], Caignard, Thomas [0000-0001-5009-4613], Calama, Rafael [0000-0002-2598-9594], Camarero, J. Julio [0000-0003-2436-2922], Chang-Yang, Chia-Hao [0000-0003-3635-4946], Cleavitt, Natalie L [0000-0003-0425-2486], Courbaud, Benoit [0000-0002-3050-9559], Courbet, François [0000-0002-9438-6746], Curt, Thomas [0000-0002-2654-3009], Adrian, Das [0000-0002-3937-2616], Daskalakou, Evangelia [0000-0002-5190-1023], Davi, Hendrik [0000-0001-8828-3145], Delpierre, Nicolas [0000-0003-0906-9402], Delzon, Sylvain [0000-0003-3442-1711], Dietze, Michael [0000-0002-2324-2518], Calderon, Sergio Donoso [0000-0002-4599-4702], Dormont, Laurent [0000-0002-2021-0625], Espelta, Josep Maria [0000-0002-0242-4988], Fahey, Timothy J [0000-0003-1283-1162], Farfan-Rios, William [0000-0002-3196-0317], Gehring, Catherine A. [0000-0002-9393-9556], Gilbert, Gregory S. [0000-0002-5195-9903], Gratzer, Georg [0000-0002-6355-6562], Greenberg, Cathryn H. [0000-0002-2831-0989], Guo,Qinfeng [0000-0002-4375-4916], Hacket-Pain, Andrew [0000-0003-3676-1568], Hampe, Arndt [0000-0003-2551-9784], Han, Qingmin [0000-0001-6063-6068], Hoshizaki, Kazuhiko [0000-0001-7654-9129], Ibáñez, Inés[0000-0002-1054-0727], Johnstone, Jill F. [0000-0001-6131-9339], Journé, Valentin [0000-0001-7324-7002], Kabeya, Daisuke [0000-0002-3420-199X], Kilner, Christopher L. [0000-0001-8808-8868], Kitzberger, Thomas [0000-0002-9754-4121], Knops, Johannes M.H. [0000-0002-9647-9209], Kobe, Richard K. [0000-0002-0943-9613], Kunstler, Georges [0000-0002-2544-1940], Lageard, Jonathan G. A. [0000-0001-8971-0444], LaMontagne, Jalene M. [0000-0001-7713-8591], Ledwon, Mateusz [0000-0003-3017-6376], Lefèvre, François [0000-0003-2242-7251], Leininger, Theodor [0000-0002-4939-3656], Limousin, Jean-Marc [0000-0002-2734-2495], Lutz, James A. [0000-0002-2560-0710], McIntire, Eliot J B [0000-0002-6914-8316], Moran, Emily [0000-0003-4624-1910], Motta, Renzo [0000-0002-1631-3840], Myers, Jonathan A. [0000-0002-2058-8468], Nagel, Thomas A. [0000-0002-4207-9218], Ourcival, Jean-Marc [0000-0002-3557-3496], Parmenter, Robert [0000-0002-2099-6824], Pearse, Ian S. [0000-0001-7098-0495], Perez-Ramos, Ignacio M [0000-0003-2332-7818], Piechnik, Lukasz [0000-0002-3958-7393], Poulsen, John [0000-0002-1532-9808], Poulton-Kamakura, Renata [0000-0002-2516-8702], Redmond, Miranda D. [0000-0002-4657-7943], Reid, Chantal D. [0000-0002-3811-4076], Rodman, Kyle C. [0000-0001-9538-8412], Rodríguez-Sánchez, Francisco [0000-0002-7981-1599], Schlesinger, William H [0000-0002-1391-0885], Seget, Barbara [0000-0002-7872-926X], Silman, Miles [0000-0003-4152-2844], Stephenson, Nathan L [0000-0003-0208-7229], Sun, I-Fang [0000-0001-9749-8324], Sutton, Samantha [0000-0002-1491-7763], Swenson, Jennifer [0000-0002-2069-667X], Thomas, Peter A. [0000-0003-3115-3301], Uriarte, María [0000-0002-0484-0758], Vacchiano, Giorgio [0000-0001-8100-0659], Veblen, Thomas T. [0000-0002-3037-640X], Wion, Andreas P. [0000-0002-0701-2843], Wright, Boyd [0000-0002-6322-4904], Wright, S. Joseph [0000-0003-4260-5676], Zimmerman, Jess K. [0000-0002-8179-0731], Zhu, Kai [0000-0003-1587-3317], Zywiec, Magdalena [0000-0002-5992-4051], Qiu, Tong, Andrus, Robert, Aravena, Marie-Claire, Ascoli, Davide, Bergeron, Yves, Berretti, Roberta, Berveiller, Daniel, Bogdziewicz, Michal, Boivin, Thomas, Bonal, Raúl, Bragg, Don C., Lutz, James A., Macías, Diana, McIntire, Eliot J B, Moore, Christopher M., Moran, Emily, Motta, Renzo, Myers, Jonathan A., Nagel, Thomas A., Noguchi, Kyotaro, Ourcival, Jean-Marc, Parmenter, Robert, Pearse, Ian S., Pérez-Ramos, Ignacio Manuel, Piechnik, Lukasz, Poulsen, John, Poulton-Kamakura, Renata, Redmond, Miranda D., Reid, Chantal D., Rodman, Kyle C., Rodríguez-Sánchez, Francisco, Sanguinetti, Javier D., Schlesinger, William H., Schmidt Van Marle, Harald, Seget, Barbara, Sharma, Shubhi, Silman, Miles, Steele, Michael A., Stephenson, Nathan L., Straub, Jacob N., Sun, I-Fang, Sutton, Samantha, Swenson, Jennifer, Swift, Margaret, Thomas, Peter A., Uriarte, María, Vacchiano, Giorgio, Veblen, Thomas T., Whipple, Amy V., Whitham, Thomas G., Wion, Andreas P., Wright, Boyd, Wright, S. Joseph, Zhu, Kai, Zimmerman, Jess K., Zlotin, Roman, Zywiec, Magdalena, Clark, James S., Scher, C. Lane, Caignard, Thomas, Calama Sainz, Rafael Argimiro, Camarero, Jesús Julio, Chang-Yang, Chia-Hao, Cleavitt, Natalie L, Courbaud, Benoit, Courbet, François, Curt, Thomas, Das, Adrian J., Daskalakou, Evangelia, Davi, Hendrik, Delpierre, Nicolas, Delzon, Sylvain, Dietze, Michael, Calderon, Sergio Donoso, Dormont, Laurent, Espelta, Josep Maria, Fahey, Timothy J., Farfan-Rios, William, Gehring, Catherine, Gilbert, Gregory S., Gratzer, Georg, Greenberg, Cathryn H., Guo, Qinfeng, Hacket-Pain, Andrew, Hampe, Arndt, Han, Qingmin, Hille Ris Lambers, Janneke, Hoshizaki, Kazuhiko, Ibáñez, Inés, Johnstone, Jill F., Journé, Valentin, Kabeya, Daisuke, Kilner, Christopher L., Kitzberger, Thomas, Knops, Johannes M. H., Kobe, Richard K., Kunstler, Georges, Lageard, Jonathan G. A., LaMontagne, Jalene M., Ledwon, Mateusz, Lefèvre, François, Leininger, Theodor, and Limousin, Jean-Marc

Abstract

The relationships that control seed production in trees are fundamental to understanding the evolution of forest species and their capacity to recover from increasing losses to drought, fire, and harvest. A synthesis of fecundity data from 714 species worldwide allowed us to examine hypotheses that are central to quantifying reproduction, a foundation for assessing fitness in forest trees. Four major findings emerged. First, seed production is not constrained by a strict trade-off between seed size and numbers. Instead, seed numbers vary over ten orders of magnitude, with species that invest in large seeds producing more seeds than expected from the 1:1 trade-off. Second, gymnosperms have lower seed production than angiosperms, potentially due to their extra investments in protective woody cones. Third, nutrient-demanding species, indicated by high foliar phosphorus concentrations, have low seed production. Finally, sensitivity of individual species to soil fertility varies widely, limiting the response of community seed production to fertility gradients. In combination, these findings can inform models of forest response that need to incorporate reproductive potential.

Published
2022

3. Limits to reproduction and seed size-number tradeoffs that shape forest dominance and future recovery

Author

Tong Qiu, Robert Andrus, Marie-Claire Aravena, Davide Ascoli, Yves Bergeron, Roberta Berretti, Daniel Berveiller, Michal Bogdziewicz, Thomas Boivin, Raul Bonal, Don C. Bragg, Thomas Caignard, Rafael Calama, J. Julio Camarero, Chia-Hao Chang-Yang, Natalie L. Cleavitt, Benoit Courbaud, Francois Courbet, Thomas Curt, Adrian J. Das, Evangelia Daskalakou, Hendrik Davi, Nicolas Delpierre, Sylvain Delzon, Michael Dietze, Sergio Donoso Calderon, Laurent Dormont, Josep Espelta, Timothy J. Fahey, William Farfan-Rios, Catherine A. Gehring, Gregory S. Gilbert, Georg Gratzer, Cathryn H. Greenberg, Qinfeng Guo, Andrew Hacket-Pain, Arndt Hampe, Qingmin Han, Janneke Hille Ris Lambers, Kazuhiko Hoshizaki, Ines Ibanez, Jill F. Johnstone, Valentin Journé, Daisuke Kabeya, Christopher L. Kilner, Thomas Kitzberger, Johannes M. H. Knops, Richard K. Kobe, Georges Kunstler, Jonathan G. A. Lageard, Jalene M. LaMontagne, Mateusz Ledwon, Francois Lefevre, Theodor Leininger, Jean-Marc Limousin, James A. Lutz, Diana Macias, Eliot J. B. McIntire, Christopher M. Moore, Emily Moran, Renzo Motta, Jonathan A. Myers, Thomas A. Nagel, Kyotaro Noguchi, Jean-Marc Ourcival, Robert Parmenter, Ian S. Pearse, Ignacio M. Perez-Ramos, Lukasz Piechnik, John Poulsen, Renata Poulton-Kamakura, Miranda D. Redmond, Chantal D. Reid, Kyle C. Rodman, Francisco Rodriguez-Sanchez, Javier D. Sanguinetti, C. Lane Scher, William H. Schlesinger, Harald Schmidt Van Marle, Barbara Seget, Shubhi Sharma, Miles Silman, Michael A. Steele, Nathan L. Stephenson, Jacob N. Straub, I-Fang Sun, Samantha Sutton, Jennifer J. Swenson, Margaret Swift, Peter A. Thomas, Maria Uriarte, Giorgio Vacchiano, Thomas T. Veblen, Amy V. Whipple, Thomas G. Whitham, Andreas P. Wion, Boyd Wright, S. Joseph Wright, Kai Zhu, Jess K. Zimmerman, Roman Zlotin, Magdalena Zywiec, James S. Clark, National Science Foundation (US), Belmont Forum, NASA Specialized Center of Research and Training, Gordon and Betty Moore Foundation, W. Szafer Institute of Botany, Polish Academy of Sciences, National Science Centre (Poland), US Forest Service, Qiu, Tong, Andrus, Robert, Aravena, Marie-Claire, Ascoli, Davide, Bergeron, Yves, Berretti, Roberta 0000-0002-1944-8855], Berveiller, Daniel, Bogdziewicz, Michal, Bonal, Raul, Bragg, Don C, Caignard, Thomas, Calama, Rafael, Camarero, J Julio, Chang-Yang, Chia-Hao, Cleavitt, Natalie L, Courbaud, Benoit, Courbet, Francois, Curt, Thomas, Adrian, Das, Daskalakou, Evangelia, Davi, Hendrik, Delpierre, Nicolas, Delzon, Sylvain, Dietze, Michael, Calderon, Sergio Donoso, Dormont, Laurent, Espelta, Josep, Fahey, Timothy J, Farfan-Rios, William, Gehring, Catherine A, Gilbert, Gregory S, Gratzer, Georg, Greenberg, Cathryn H, Guo,Qinfeng, Hacket-Pain, Andrew, Hampe, Arndt, Han, Qingmin, Hoshizaki, Kazuhiko, Ibáñez, Inés, Johnstone, Jill F, Journé, Valentin, Kabeya, Daisuke, Kilner, Christopher L, Kitzberger, Thomas, Knops, Johannes M H, Kobe, Richard K, Kunstler, Georges, Lageard, Jonathan G A, LaMontagne, Jalene M, Ledwon, Mateusz, Lefèvre, François, Leininger, Theodor, Limousin, Jean-Marc, Lutz, James A, McIntire, Eliot J B, Moran, Emily, Motta, Renzo, Myers, Jonathan A, Nagel, Thomas A, Ourcival, Jean-Marc, Parmenter, Robert, Pearse, Ian S, Perez-Ramos, Ignacio M, Piechnik, Lukasz, Poulsen, John, Poulton-Kamakura, Renata, Redmond, Miranda D, Reid, Chantal D, Rodman, Kyle C, Rodriguez-Sanchez, Francisco, Schlesinger, William H, Seget, Barbara, Silman, Miles, Stephenson, Nathan L, Sun, I-Fang, Sutton, Samantha, Swenson, Jennifer J, Thomas, Peter A, Uriarte, Maria, Vacchiano, Giorgio, Veblen, Thomas T, Wion, Andreas P, Wright, Boyd, Wright, S Joseph, Zimmerman, Jess K, Zhu, Kai, Zywiec, Magdalena, Nicholas School of the Environment, Duke University [Durham], University of Colorado [Boulder], Universidad de Chile = University of Chile [Santiago] (UCHILE), Università degli studi di Torino = University of Turin (UNITO), Université du Québec en Abitibi-Témiscamingue (UQAT), Ecologie Systématique et Evolution (ESE), AgroParisTech-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS), Adam Mickiewicz University in Poznań (UAM), Ecologie des Forêts Méditerranéennes (URFM), Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Universidad Complutense de Madrid = Complutense University of Madrid [Madrid] (UCM), USDA Forest Service Rocky Mountain Forest and Range Experiment Station, United States Department of Agriculture (USDA), Biodiversité, Gènes & Communautés (BioGeCo), Université de Bordeaux (UB)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centro de Investigacion Forestal (INIA-CIFOR), Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria = National Institute for Agricultural and Food Research and Technology (INIA), Instituto Pirenaico de Ecologìa = Pyrenean Institute of Ecology [Zaragoza] (IPE - CSIC), National Sun Yat-Sen University (NSYSU), Cornell University [New York], Laboratoire des EcoSystèmes et des Sociétés en Montagne (UR LESSEM), Risques, Ecosystèmes, Vulnérabilité, Environnement, Résilience (RECOVER), Aix Marseille Université (AMU)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), United States Geological Survey (USGS), Boston University [Boston] (BU), Centre d’Ecologie Fonctionnelle et Evolutive (CEFE), Université Paul-Valéry - Montpellier 3 (UPVM)-École Pratique des Hautes Études (EPHE), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-Institut de Recherche pour le Développement (IRD [France-Sud])-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Institut Agro Montpellier, Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Université de Montpellier (UM), CREAF - Centre for Ecological Research and Applied Forestries, Washington University in Saint Louis (WUSTL), Northern Arizona University [Flagstaff], University of California [Santa Cruz] (UC Santa Cruz), University of California (UC), Institute of Forest Ecology, Universität für Bodenkultur Wien = University of Natural Resources and Life [Vienne, Autriche] (BOKU), University of Liverpool, Forestry and Forest Products Research Institute (FFPRI), Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology [Zürich] (ETH Zürich), Akita University, University of Michigan [Dearborn], University of Michigan System, University of Alaska [Anchorage], Universidad Nacional del Comahue [Neuquén] (UNCOMA), Xi'an Jiaotong University (Xjtu), Michigan State University [East Lansing], Michigan State University System, University of Manchester [Manchester], DePaul University [Chicago], Polish Academy of Sciences (PAN), The University of New Mexico [Albuquerque], Colby College, The project has been funded continuously since 1992 by NationalScience Foundation grants to J.S.C, most recently DEB-1754443, and by the BelmontForum (1854976), NASA (AIST16-0052, AIST18-0063), and the Programme d’Inves-tissement d’Avenir under project FORBIC (18-MPGA-0004)(Make Our Planet GreatAgain). Puerto Rico data were funded by NSF grants to M.U., most recently, DEB 0963447and LTREB 11222325. Data from the Andes Biodiversity and Ecosystem Research Groupwere funded by the Gordon and Betty Moore Foundation and NSF LTREB 1754647 toM.S. Additional funding to M.Z. came from the W.Szafer Institute of Botany of the PolishAcademy of Sciences and the Polish National Science Foundation (2019/33/B/NZ8/0134).M.B. was supported by the Polish National Science Centre grant no. 2019/35/D/NZ8/00050, and Polish National Agency for Academic Exchange Bekker programme PPN/BEK/2020/1/00009/U/00001. J.M.L. was supported by NSF grant DEB 1745496. Jerry Franklin’sdata remain accessible through NSF LTER DEB-1440409. USDA Forest Service and USGSresearch was funded by those agencies, Qiu, Tong [0000-0003-4499-437X], Andrus, Robert [0000-0003-0968-8377], Aravena, Marie-Claire [0000-0002-4493-4396], Ascoli, Davide [0000-0002-0546-4467], Bergeron, Yves [0000-0003-3707-3687], Berretti, Roberta 0000-0002-1944-8855][, Berveiller, Daniel [0000-0001-7461-6420], Bogdziewicz, Michal [0000-0002-6777-9034], Bonal, Raul [0000-0002-6084-1771], Bragg, Don C [0000-0002-5207-8606], Caignard, Thomas [0000-0001-5009-4613], Calama, Rafael [0000-0002-2598-9594], Camarero, J Julio [0000-0003-2436-2922], Chang-Yang, Chia-Hao [0000-0003-3635-4946], Cleavitt, Natalie L [0000-0003-0425-2486], Courbaud, Benoit [0000-0002-3050-9559], Courbet, Francois [0000-0002-9438-6746], Curt, Thomas [0000-0002-2654-3009], Adrian, Das [0000-0002-3937-2616], Daskalakou, Evangelia [0000-0002-5190-1023], Davi, Hendrik [0000-0001-8828-3145], Delpierre, Nicolas [0000-0003-0906-9402], Delzon, Sylvain [0000-0003-3442-1711], Dietze, Michael [0000-0002-2324-2518], Calderon, Sergio Donoso [0000-0002-4599-4702], Dormont, Laurent [0000-0002-2021-0625], Espelta, Josep [0000-0002-0242-4988], Fahey, Timothy J [0000-0003-1283-1162], Farfan-Rios, William [0000-0002-3196-0317], Gehring, Catherine A [0000-0002-9393-9556], Gilbert, Gregory S [0000-0002-5195-9903], Gratzer, Georg [0000-0002-6355-6562], Greenberg, Cathryn H [0000-0002-2831-0989], Guo,Qinfeng [0000-0002-4375-4916], Hacket-Pain, Andrew [0000-0003-3676-1568], Hampe, Arndt [0000-0003-2551-9784], Han, Qingmin [0000-0001-6063-6068], Hoshizaki, Kazuhiko [0000-0001-7654-9129], Ibáñez, Inés[0000-0002-1054-0727], Johnstone, Jill F [0000-0001-6131-9339], Journé, Valentin [0000-0001-7324-7002], Kabeya, Daisuke [0000-0002-3420-199X], Kilner, Christopher L [0000-0001-8808-8868], Kitzberger, Thomas [0000-0002-9754-4121], Knops, Johannes M H [0000-0002-9647-9209], Kobe, Richard K [0000-0002-0943-9613], Kunstler, Georges [0000-0002-2544-1940], Lageard, Jonathan G A [0000-0001-8971-0444], LaMontagne, Jalene M [0000-0001-7713-8591], Ledwon, Mateusz [0000-0003-3017-6376], Lefèvre, François [0000-0003-2242-7251], Leininger, Theodor [0000-0002-4939-3656], Limousin, Jean-Marc [0000-0002-2734-2495], Lutz, James A [0000-0002-2560-0710], McIntire, Eliot J B [0000-0002-6914-8316], Moran, Emily [0000-0003-4624-1910], Motta, Renzo [0000-0002-1631-3840], Myers, Jonathan A [0000-0002-2058-8468], Nagel, Thomas A [0000-0002-4207-9218], Ourcival, Jean-Marc [0000-0002-3557-3496], Parmenter, Robert [0000-0002-2099-6824], Pearse, Ian S [0000-0001-7098-0495], Perez-Ramos, Ignacio M [0000-0003-2332-7818], Piechnik, Lukasz [0000-0002-3958-7393], Poulsen, John [0000-0002-1532-9808], Poulton-Kamakura, Renata [0000-0002-2516-8702], Redmond, Miranda D [0000-0002-4657-7943], Reid, Chantal D [0000-0002-3811-4076], Rodman, Kyle C [0000-0001-9538-8412], Rodriguez-Sanchez, Francisco [0000-0002-7981-1599], Schlesinger, William H [0000-0002-1391-0885], Seget, Barbara [0000-0002-7872-926X], Silman, Miles [0000-0003-4152-2844], Stephenson, Nathan L [0000-0003-0208-7229], Sun, I-Fang [0000-0001-9749-8324], Sutton, Samantha [0000-0002-1491-7763], Swenson, Jennifer J [0000-0002-2069-667X], Thomas, Peter A [0000-0003-3115-3301], Uriarte, Maria [0000-0002-0484-0758], Vacchiano, Giorgio [0000-0001-8100-0659], Veblen, Thomas T [0000-0002-3037-640X], Wion, Andreas P [0000-0002-0701-2843], Wright, Boyd [0000-0002-6322-4904], Wright, S Joseph [0000-0003-4260-5676], Zimmerman, Jess K [0000-0002-8179-0731], Zhu, Kai [0000-0003-1587-3317], and Zywiec, Magdalena [0000-0002-5992-4051]

Subjects
Physiology, [SDV]Life Sciences [q-bio], General Physics and Astronomy, Forests, Q1, General Biochemistry, Genetics and Molecular Biology, Trees, reproductive potential, Plant seed, Forest, pridelava semen, Plant ecology, SB, SD, Multidisciplinary, Reproduction, Contraception/Reproduction, Botánica, production control, food and beverages, General Chemistry, Biodiversity, Ecología, Fertility, natural disasters, nadzor pridelave, seed production, Seeds, reprodukcijski potencial, Forest ecology, udc:630*23, ujme, Tree
Abstract

12 Pág., The relationships that control seed production in trees are fundamental to understanding the evolution of forest species and their capacity to recover from increasing losses to drought, fire, and harvest. A synthesis of fecundity data from 714 species worldwide allowed us to examine hypotheses that are central to quantifying reproduction, a foundation for assessing fitness in forest trees. Four major findings emerged. First, seed production is not constrained by a strict trade-off between seed size and numbers. Instead, seed numbers vary over ten orders of magnitude, with species that invest in large seeds producing more seeds than expected from the 1:1 trade-off. Second, gymnosperms have lower seed production than angiosperms, potentially due to their extra investments in protective woody cones. Third, nutrient-demanding species, indicated by high foliar phosphorus concentrations, have low seed production. Finally, sensitivity of individual species to soil fertility varies widely, limiting the response of community seed production to fertility gradients. In combination, these findings can inform models of forest response that need to incorporate reproductive potential., The project has been funded continuously since 1992 by National Science Foundation grants to J.S.C, most recently DEB-1754443, and by the Belmont Forum (1854976), NASA (AIST16-0052, AIST18-0063), and the Programme d’Investissement d’Avenir under project FORBIC (18-MPGA-0004)(Make Our Planet Great Again). Puerto Rico data were funded by NSF grants to M.U., most recently, DEB 0963447 and LTREB 11222325. Data from the Andes Biodiversity and Ecosystem Research Group were funded by the Gordon and Betty Moore Foundation and NSF LTREB 1754647 to M.S. Additional funding to M.Z. came from the W.Szafer Institute of Botany of the Polish Academy of Sciences and the Polish National Science Foundation (2019/33/B/NZ8/0134). M.B. was supported by the Polish National Science Centre grant no. 2019/35/D/NZ8/00050, and Polish National Agency for Academic Exchange Bekker programme PPN/BEK/2020/1/00009/U/00001. J.M.L. was supported by NSF grant DEB 1745496. Jerry Franklin’s data remain accessible through NSF LTER DEB-1440409. USDA Forest Service and USGS research was funded by those agencies.

Published
2022
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